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ORCIDBibTeX records: Stefano Ermon
@article{DBLP:journals/mlst/MiskovichNCEGMMEER24,
author = {Sara A. Miskovich and
Willie Neiswanger and
William Colocho and
Claudio Emma and
Jacqueline Garrahan and
Timothy Maxwell and
Christopher Mayes and
Stefano Ermon and
Auralee Edelen and
Daniel Ratner},
title = {Multipoint-BAX: a new approach for efficiently tuning particle accelerator
emittance via virtual objectives},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15004},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad169f},
doi = {10.1088/2632-2153/AD169F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MiskovichNCEGMMEER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuNZEL24,
author = {Tailin Wu and
Willie Neiswanger and
Hongtao Zheng and
Stefano Ermon and
Jure Leskovec},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Uncertainty Quantification for Forward and Inverse Problems of PDEs
via Latent Global Evolution},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {320--328},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i1.27785},
doi = {10.1609/AAAI.V38I1.27785},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuNZEL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuEWNLMEL24,
author = {Jonathan Xu and
Amna Elmustafa and
Liya Weldegebriel and
Emnet Negash and
Richard Lee and
Chenlin Meng and
Stefano Ermon and
David B. Lobell},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {HarvestNet: {A} Dataset for Detecting Smallholder Farming Activity
Using Harvest Piles and Remote Sensing},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22438--22446},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30251},
doi = {10.1609/AAAI.V38I20.30251},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuEWNLMEL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11037,
author = {Minkai Xu and
Jiaqi Han and
Aaron Lou and
Jean Kossaifi and
Arvind Ramanathan and
Kamyar Azizzadenesheli and
Jure Leskovec and
Stefano Ermon and
Anima Anandkumar},
title = {Equivariant Graph Neural Operator for Modeling 3D Dynamics},
journal = {CoRR},
volume = {abs/2401.11037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11037},
doi = {10.48550/ARXIV.2401.11037},
eprinttype = {arXiv},
eprint = {2401.11037},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11708,
author = {Ling Yang and
Zhaochen Yu and
Chenlin Meng and
Minkai Xu and
Stefano Ermon and
Bin Cui},
title = {Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating
with Multimodal LLMs},
journal = {CoRR},
volume = {abs/2401.11708},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11708},
doi = {10.48550/ARXIV.2401.11708},
eprinttype = {arXiv},
eprint = {2401.11708},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01188,
author = {Zhuo Zheng and
Yanfei Zhong and
Liangpei Zhang and
Stefano Ermon},
title = {Segment Any Change},
journal = {CoRR},
volume = {abs/2402.01188},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01188},
doi = {10.48550/ARXIV.2402.01188},
eprinttype = {arXiv},
eprint = {2402.01188},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02680,
author = {Rohin Manvi and
Samar Khanna and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Large Language Models are Geographically Biased},
journal = {CoRR},
volume = {abs/2402.02680},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02680},
doi = {10.48550/ARXIV.2402.02680},
eprinttype = {arXiv},
eprint = {2402.02680},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08383,
author = {Tailin Wu and
Willie Neiswanger and
Hongtao Zheng and
Stefano Ermon and
Jure Leskovec},
title = {Uncertainty Quantification for Forward and Inverse Problems of PDEs
via Latent Global Evolution},
journal = {CoRR},
volume = {abs/2402.08383},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08383},
doi = {10.48550/ARXIV.2402.08383},
eprinttype = {arXiv},
eprint = {2402.08383},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16627,
author = {Ling Yang and
Zhilong Zhang and
Zhaochen Yu and
Jingwei Liu and
Minkai Xu and
Stefano Ermon and
Bin Cui},
title = {Cross-Modal Contextualized Diffusion Models for Text-Guided Visual
Generation and Editing},
journal = {CoRR},
volume = {abs/2402.16627},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16627},
doi = {10.48550/ARXIV.2402.16627},
eprinttype = {arXiv},
eprint = {2402.16627},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17844,
author = {Michael Poli and
Armin W. Thomas and
Eric Nguyen and
Pragaash Ponnusamy and
Bj{\"{o}}rn Deiseroth and
Kristian Kersting and
Taiji Suzuki and
Brian Hie and
Stefano Ermon and
Christopher R{\'{e}} and
Ce Zhang and
Stefano Massaroli},
title = {Mechanistic Design and Scaling of Hybrid Architectures},
journal = {CoRR},
volume = {abs/2403.17844},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17844},
doi = {10.48550/ARXIV.2403.17844},
eprinttype = {arXiv},
eprint = {2403.17844},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19159,
author = {Ryan Park and
Rafael Rafailov and
Stefano Ermon and
Chelsea Finn},
title = {Disentangling Length from Quality in Direct Preference Optimization},
journal = {CoRR},
volume = {abs/2403.19159},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19159},
doi = {10.48550/ARXIV.2403.19159},
eprinttype = {arXiv},
eprint = {2403.19159},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/MaiJSZXCJEL23,
author = {Gengchen Mai and
Chiyu Jiang and
Weiwei Sun and
Rui Zhu and
Yao Xuan and
Ling Cai and
Krzysztof Janowicz and
Stefano Ermon and
Ni Lao},
title = {Towards general-purpose representation learning of polygonal geometries},
journal = {GeoInformatica},
volume = {27},
number = {2},
pages = {289--340},
year = {2023},
url = {https://doi.org/10.1007/s10707-022-00481-2},
doi = {10.1007/S10707-022-00481-2},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/MaiJSZXCJEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiLMEHZ23,
author = {Muyang Li and
Ji Lin and
Chenlin Meng and
Stefano Ermon and
Song Han and
Jun{-}Yan Zhu},
title = {Efficient Spatially Sparse Inference for Conditional GANs and Diffusion
Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {14465--14480},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3316020},
doi = {10.1109/TPAMI.2023.3316020},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiLMEHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/IsikCZWEWA23,
author = {Berivan Isik and
Kristy Choi and
Xin Zheng and
Tsachy Weissman and
Stefano Ermon and
H.{-}S. Philip Wong and
Armin Alaghi},
title = {Neural Network Compression for Noisy Storage Devices},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {22},
number = {3},
pages = {58:1--58:29},
year = {2023},
url = {https://doi.org/10.1145/3588436},
doi = {10.1145/3588436},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/IsikCZWEWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuYSNE23,
author = {Lantao Yu and
Tianhe Yu and
Jiaming Song and
Willie Neiswanger and
Stefano Ermon},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Offline Imitation Learning with Suboptimal Demonstrations via Relaxed
Distribution Matching},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11016--11024},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26305},
doi = {10.1609/AAAI.V37I9.26305},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuYSNE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarxPH0EH23,
author = {Charles Marx and
Youngsuk Park and
Hilaf Hasson and
Yuyang Wang and
Stefano Ermon and
Luke Huan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {But Are You Sure? An Uncertainty-Aware Perspective on Explainable
{AI}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7375--7391},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/marx23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarxPH0EH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PoliMEWH23,
author = {Michael Poli and
Stefano Massaroli and
Stefano Ermon and
Bryan Wilder and
Eric Horvitz},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Ideal Abstractions for Decision-Focused Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10223--10234},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/poli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PoliMEWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MengRGKEHS23,
author = {Chenlin Meng and
Robin Rombach and
Ruiqi Gao and
Diederik P. Kingma and
Stefano Ermon and
Jonathan Ho and
Tim Salimans},
title = {On Distillation of Guided Diffusion Models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {14297--14306},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01374},
doi = {10.1109/CVPR52729.2023.01374},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MengRGKEHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WallaceGEN23,
author = {Bram Wallace and
Akash Gokul and
Stefano Ermon and
Nikhil Naik},
title = {End-to-End Diffusion Latent Optimization Improves Classifier Guidance},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {7246--7256},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00669},
doi = {10.1109/ICCV51070.2023.00669},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/WallaceGEN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/QinYXZCE0XX23,
author = {Can Qin and
Ning Yu and
Chen Xing and
Shu Zhang and
Zeyuan Chen and
Stefano Ermon and
Yun Fu and
Caiming Xiong and
Ran Xu},
title = {GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {23028--23039},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.02110},
doi = {10.1109/ICCV51070.2023.02110},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/QinYXZCE0XX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BoeckingRNESD23,
author = {Benedikt Boecking and
Nicholas Carl Roberts and
Willie Neiswanger and
Stefano Ermon and
Frederic Sala and
Artur Dubrawski},
title = {Generative Modeling Helps Weak Supervision (and Vice Versa)},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3OaBBATwsvP},
timestamp = {Sat, 03 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/BoeckingRNESD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GargHGE23,
author = {Divyansh Garg and
Joey Hejna and
Matthieu Geist and
Stefano Ermon},
title = {Extreme Q-Learning: MaxEnt {RL} without Entropy},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=SJ0Lde3tRL},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GargHGE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimE23,
author = {Kuno Kim and
Stefano Ermon},
title = {Understanding and Adopting Rational Behavior by Bellman Score Estimation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=WzGdBqcBicl},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KimE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SuSME23,
author = {Xuan Su and
Jiaming Song and
Chenlin Meng and
Stefano Ermon},
title = {Dual Diffusion Implicit Bridges for Image-to-Image Translation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=5HLoTvVGDe},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SuSME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaiTMUME23,
author = {Chieh{-}Hsin Lai and
Yuhta Takida and
Naoki Murata and
Toshimitsu Uesaka and
Yuki Mitsufuji and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {FP-Diffusion: Improving Score-based Diffusion Models by Enforcing
the Underlying Score Fokker-Planck Equation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {18365--18398},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lai23d.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LaiTMUME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LouE23,
author = {Aaron Lou and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Reflected Diffusion Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22675--22701},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lou23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LouE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaiLHSE23,
author = {Gengchen Mai and
Ni Lao and
Yutong He and
Jiaming Song and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{CSP:} Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual
Representations},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23498--23515},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mai23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaiLHSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MurataSLTUME23,
author = {Naoki Murata and
Koichi Saito and
Chieh{-}Hsin Lai and
Yuhta Takida and
Toshimitsu Uesaka and
Yuki Mitsufuji and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {GibbsDDRM: {A} Partially Collapsed Gibbs Sampler for Solving Blind
Inverse Problems with Denoising Diffusion Restoration},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {25501--25522},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/murata23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MurataSLTUME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoliMNFDBBER23,
author = {Michael Poli and
Stefano Massaroli and
Eric Nguyen and
Daniel Y. Fu and
Tri Dao and
Stephen Baccus and
Yoshua Bengio and
Stefano Ermon and
Christopher R{\'{e}}},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Hyena Hierarchy: Towards Larger Convolutional Language Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28043--28078},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/poli23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PoliMNFDBBER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShihSE23,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Long Horizon Temperature Scaling},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {31422--31434},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/shih23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShihSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuPDEL23,
author = {Minkai Xu and
Alexander S. Powers and
Ron O. Dror and
Stefano Ermon and
Jure Leskovec},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Geometric Latent Diffusion Models for 3D Molecule Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {38592--38610},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/xu23n.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuPDEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouPXME23,
author = {Linqi Zhou and
Michael Poli and
Winnie Xu and
Stefano Massaroli and
Stefano Ermon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Deep Latent State Space Models for Time-Series Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42625--42643},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhou23i.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouPXME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuLJJLE23,
author = {Minkai Xu and
Meng Liu and
Wengong Jin and
Shuiwang Ji and
Jure Leskovec and
Stefano Ermon},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Graph and Geometry Generative Modeling for Drug Discovery},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5833--5834},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599559},
doi = {10.1145/3580305.3599559},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuLJJLE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LacosteLRSKLIDA23,
author = {Alexandre Lacoste and
Nils Lehmann and
Pau Rodr{\'{\i}}guez and
Evan D. Sherwin and
Hannah Kerner and
Bj{\"{o}}rn L{\"{u}}tjens and
Jeremy Irvin and
David Dao and
Hamed Alemohammad and
Alexandre Drouin and
Mehmet Gunturkun and
Gabriel Huang and
David V{\'{a}}zquez and
Dava Newman and
Yoshua Bengio and
Stefano Ermon and
Xiaoxiang Zhu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {GEO-Bench: Toward Foundation Models for Earth Monitoring},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a0644215d9cff6646fa334dfa5d29c5a-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LacosteLRSKLIDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeYMMPGZNTBKPL23,
author = {Tony Lee and
Michihiro Yasunaga and
Chenlin Meng and
Yifan Mai and
Joon Sung Park and
Agrim Gupta and
Yunzhi Zhang and
Deepak Narayanan and
Hannah Teufel and
Marco Bellagente and
Minguk Kang and
Taesung Park and
Jure Leskovec and
Jun{-}Yan Zhu and
Fei{-}Fei Li and
Jiajun Wu and
Stefano Ermon and
Percy Liang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Holistic Evaluation of Text-to-Image Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dd83eada2c3c74db3c7fe1c087513756-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeYMMPGZNTBKPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LouXFE23,
author = {Aaron Lou and
Minkai Xu and
Adam Farris and
Stefano Ermon},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Scaling Riemannian Diffusion Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/fe1ab2f77a9a0f224839cc9f1034a908-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LouXFE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarxZE23,
author = {Charlie Marx and
Sofian Zalouk and
Stefano Ermon},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Calibration by Distribution Matching: Trainable Kernel Calibration
Metrics},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/52493d82db00e73abb2858a5a5f28717-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MarxZE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MassaroliPFKPRT23,
author = {Stefano Massaroli and
Michael Poli and
Daniel Y. Fu and
Hermann Kumbong and
Rom N. Parnichkun and
David W. Romero and
Aman Timalsina and
Quinn McIntyre and
Beidi Chen and
Atri Rudra and
Ce Zhang and
Christopher R{\'{e}} and
Stefano Ermon and
Yoshua Bengio},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/371355cd42caaf83412c3fbef4688979-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MassaroliPFKPRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenPFTWBMPRB23,
author = {Eric Nguyen and
Michael Poli and
Marjan Faizi and
Armin W. Thomas and
Michael Wornow and
Callum Birch{-}Sykes and
Stefano Massaroli and
Aman Patel and
Clayton M. Rabideau and
Yoshua Bengio and
Stefano Ermon and
Christopher R{\'{e}} and
Stephen Baccus},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide
Resolution},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/86ab6927ee4ae9bde4247793c46797c7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenPFTWBMPRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinZYFYZWNXSE0X23,
author = {Can Qin and
Shu Zhang and
Ning Yu and
Yihao Feng and
Xinyi Yang and
Yingbo Zhou and
Huan Wang and
Juan Carlos Niebles and
Caiming Xiong and
Silvio Savarese and
Stefano Ermon and
Yun Fu and
Ran Xu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {UniControl: {A} Unified Diffusion Model for Controllable Visual Generation
In the Wild},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/862f45ccecb2275851bc8acebb8b4d65-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinZYFYZWNXSE0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RafailovSMMEF23,
author = {Rafael Rafailov and
Archit Sharma and
Eric Mitchell and
Christopher D. Manning and
Stefano Ermon and
Chelsea Finn},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Direct Preference Optimization: Your Language Model is Secretly a
Reward Model},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a85b405ed65c6477a4fe8302b5e06ce7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RafailovSMMEF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShihBESA23,
author = {Andy Shih and
Suneel Belkhale and
Stefano Ermon and
Dorsa Sadigh and
Nima Anari},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Parallel Sampling of Diffusion Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0d1986a61e30e5fa408c81216a616e20-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShihBESA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongGXCLEZM23,
author = {Yuxuan Song and
Jingjing Gong and
Minkai Xu and
Ziyao Cao and
Yanyan Lan and
Stefano Ermon and
Hao Zhou and
Wei{-}Ying Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Equivariant Flow Matching with Hybrid Probability Transport for 3D
Molecule Generation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/01d64478381c33e29ed611f1719f5a37-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongGXCLEZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/MengSLZELLK23,
author = {Chenlin Meng and
Jiaming Song and
Shuang Li and
Jun{-}Yan Zhu and
Stefano Ermon and
Tsung{-}Yi Lin and
Chen{-}Hsuan Lin and
Karsten Kreis},
editor = {Erik Brunvand},
title = {{SIGGRAPH} 2023 Course on Diffusion Models},
booktitle = {{ACM} {SIGGRAPH} 2023 Courses, {SIGGRAPH} 2023, Los Angeles, CA, USA,
August 6-10, 2023},
pages = {7:1--7:113},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3587423.3595503},
doi = {10.1145/3587423.3595503},
timestamp = {Fri, 28 Jul 2023 12:14:51 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/MengSLZELLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01449,
author = {Enci Liu and
Chenlin Meng and
Matthew Kolodner and
Eun Jee Sung and
Sihang Chen and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Building Coverage Estimation with Low-resolution Remote Sensing Imagery},
journal = {CoRR},
volume = {abs/2301.01449},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01449},
doi = {10.48550/ARXIV.2301.01449},
eprinttype = {arXiv},
eprint = {2301.01449},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02328,
author = {Divyansh Garg and
Joey Hejna and
Matthieu Geist and
Stefano Ermon},
title = {Extreme Q-Learning: MaxEnt {RL} without Entropy},
journal = {CoRR},
volume = {abs/2301.02328},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02328},
doi = {10.48550/ARXIV.2301.02328},
eprinttype = {arXiv},
eprint = {2301.02328},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12686,
author = {Naoki Murata and
Koichi Saito and
Chieh{-}Hsin Lai and
Yuhta Takida and
Toshimitsu Uesaka and
Yuki Mitsufuji and
Stefano Ermon},
title = {GibbsDDRM: {A} Partially Collapsed Gibbs Sampler for Solving Blind
Inverse Problems with Denoising Diffusion Restoration},
journal = {CoRR},
volume = {abs/2301.12686},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12686},
doi = {10.48550/ARXIV.2301.12686},
eprinttype = {arXiv},
eprint = {2301.12686},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03686,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
title = {Long Horizon Temperature Scaling},
journal = {CoRR},
volume = {abs/2302.03686},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03686},
doi = {10.48550/ARXIV.2302.03686},
eprinttype = {arXiv},
eprint = {2302.03686},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10866,
author = {Michael Poli and
Stefano Massaroli and
Eric Nguyen and
Daniel Y. Fu and
Tri Dao and
Stephen Baccus and
Yoshua Bengio and
Stefano Ermon and
Christopher R{\'{e}}},
title = {Hyena Hierarchy: Towards Larger Convolutional Language Models},
journal = {CoRR},
volume = {abs/2302.10866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10866},
doi = {10.48550/ARXIV.2302.10866},
eprinttype = {arXiv},
eprint = {2302.10866},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02569,
author = {Lantao Yu and
Tianhe Yu and
Jiaming Song and
Willie Neiswanger and
Stefano Ermon},
title = {Offline Imitation Learning with Suboptimal Demonstrations via Relaxed
Distribution Matching},
journal = {CoRR},
volume = {abs/2303.02569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02569},
doi = {10.48550/ARXIV.2303.02569},
eprinttype = {arXiv},
eprint = {2303.02569},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09618,
author = {Shu Zhang and
Xinyi Yang and
Yihao Feng and
Can Qin and
Chia{-}Chih Chen and
Ning Yu and
Zeyuan Chen and
Huan Wang and
Silvio Savarese and
Stefano Ermon and
Caiming Xiong and
Ran Xu},
title = {{HIVE:} Harnessing Human Feedback for Instructional Visual Editing},
journal = {CoRR},
volume = {abs/2303.09618},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09618},
doi = {10.48550/ARXIV.2303.09618},
eprinttype = {arXiv},
eprint = {2303.09618},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-10056,
author = {Can Qin and
Ning Yu and
Chen Xing and
Shu Zhang and
Zeyuan Chen and
Stefano Ermon and
Yun Fu and
Caiming Xiong and
Ran Xu},
title = {GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation},
journal = {CoRR},
volume = {abs/2303.10056},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.10056},
doi = {10.48550/ARXIV.2303.10056},
eprinttype = {arXiv},
eprint = {2303.10056},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-10056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13703,
author = {Bram Wallace and
Akash Gokul and
Stefano Ermon and
Nikhil Naik},
title = {End-to-End Diffusion Latent Optimization Improves Classifier Guidance},
journal = {CoRR},
volume = {abs/2303.13703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13703},
doi = {10.48550/ARXIV.2303.13703},
eprinttype = {arXiv},
eprint = {2303.13703},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17062,
author = {Michael Poli and
Stefano Massaroli and
Stefano Ermon and
Bryan Wilder and
Eric Horvitz},
title = {Ideal Abstractions for Decision-Focused Learning},
journal = {CoRR},
volume = {abs/2303.17062},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17062},
doi = {10.48550/ARXIV.2303.17062},
eprinttype = {arXiv},
eprint = {2303.17062},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04668,
author = {Arundhati Banerjee and
Soham Phade and
Stefano Ermon and
Stephan Zheng},
title = {{MERMAIDE:} Learning to Align Learners using Model-Based Meta-Learning},
journal = {CoRR},
volume = {abs/2304.04668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04668},
doi = {10.48550/ARXIV.2304.04668},
eprinttype = {arXiv},
eprint = {2304.04668},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04740,
author = {Aaron Lou and
Stefano Ermon},
title = {Reflected Diffusion Models},
journal = {CoRR},
volume = {abs/2304.04740},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04740},
doi = {10.48550/ARXIV.2304.04740},
eprinttype = {arXiv},
eprint = {2304.04740},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14621,
author = {Chenqing Hua and
Sitao Luan and
Minkai Xu and
Rex Ying and
Jie Fu and
Stefano Ermon and
Doina Precup},
title = {MUDiff: Unified Diffusion for Complete Molecule Generation},
journal = {CoRR},
volume = {abs/2304.14621},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14621},
doi = {10.48550/ARXIV.2304.14621},
eprinttype = {arXiv},
eprint = {2304.14621},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01118,
author = {Gengchen Mai and
Ni Lao and
Yutong He and
Jiaming Song and
Stefano Ermon},
title = {{CSP:} Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual
Representations},
journal = {CoRR},
volume = {abs/2305.01118},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01118},
doi = {10.48550/ARXIV.2305.01118},
eprinttype = {arXiv},
eprint = {2305.01118},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01140,
author = {Minkai Xu and
Alexander S. Powers and
Ron O. Dror and
Stefano Ermon and
Jure Leskovec},
title = {Geometric Latent Diffusion Models for 3D Molecule Generation},
journal = {CoRR},
volume = {abs/2305.01140},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01140},
doi = {10.48550/ARXIV.2305.01140},
eprinttype = {arXiv},
eprint = {2305.01140},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11147,
author = {Can Qin and
Shu Zhang and
Ning Yu and
Yihao Feng and
Xinyi Yang and
Yingbo Zhou and
Huan Wang and
Juan Carlos Niebles and
Caiming Xiong and
Silvio Savarese and
Stefano Ermon and
Yun Fu and
Ran Xu},
title = {UniControl: {A} Unified Diffusion Model for Controllable Visual Generation
In the Wild},
journal = {CoRR},
volume = {abs/2305.11147},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11147},
doi = {10.48550/ARXIV.2305.11147},
eprinttype = {arXiv},
eprint = {2305.11147},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16317,
author = {Andy Shih and
Suneel Belkhale and
Stefano Ermon and
Dorsa Sadigh and
Nima Anari},
title = {Parallel Sampling of Diffusion Models},
journal = {CoRR},
volume = {abs/2305.16317},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16317},
doi = {10.48550/ARXIV.2305.16317},
eprinttype = {arXiv},
eprint = {2305.16317},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17330,
author = {Zhengbang Zhu and
Minghuan Liu and
Liyuan Mao and
Bingyi Kang and
Minkai Xu and
Yong Yu and
Stefano Ermon and
Weinan Zhang},
title = {MADiff: Offline Multi-agent Learning with Diffusion Models},
journal = {CoRR},
volume = {abs/2305.17330},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17330},
doi = {10.48550/ARXIV.2305.17330},
eprinttype = {arXiv},
eprint = {2305.17330},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18290,
author = {Rafael Rafailov and
Archit Sharma and
Eric Mitchell and
Stefano Ermon and
Christopher D. Manning and
Chelsea Finn},
title = {Direct Preference Optimization: Your Language Model is Secretly a
Reward Model},
journal = {CoRR},
volume = {abs/2305.18290},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18290},
doi = {10.48550/ARXIV.2305.18290},
eprinttype = {arXiv},
eprint = {2305.18290},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00367,
author = {Chieh{-}Hsin Lai and
Yuhta Takida and
Toshimitsu Uesaka and
Naoki Murata and
Yuki Mitsufuji and
Stefano Ermon},
title = {On the Equivalence of Consistency-Type Models: Consistency Models,
Consistent Diffusion Models, and Fokker-Planck Regularization},
journal = {CoRR},
volume = {abs/2306.00367},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00367},
doi = {10.48550/ARXIV.2306.00367},
eprinttype = {arXiv},
eprint = {2306.00367},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03831,
author = {Alexandre Lacoste and
Nils Lehmann and
Pau Rodr{\'{\i}}guez and
Evan David Sherwin and
Hannah Kerner and
Bj{\"{o}}rn L{\"{u}}tjens and
Jeremy Andrew Irvin and
David Dao and
Hamed Alemohammad and
Alexandre Drouin and
Mehmet Gunturkun and
Gabriel Huang and
David V{\'{a}}zquez and
Dava Newman and
Yoshua Bengio and
Stefano Ermon and
Xiao Xiang Zhu},
title = {GEO-Bench: Toward Foundation Models for Earth Monitoring},
journal = {CoRR},
volume = {abs/2306.03831},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03831},
doi = {10.48550/ARXIV.2306.03831},
eprinttype = {arXiv},
eprint = {2306.03831},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05426,
author = {Chris Cundy and
Stefano Ermon},
title = {SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling
with Backtracking},
journal = {CoRR},
volume = {abs/2306.05426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05426},
doi = {10.48550/ARXIV.2306.05426},
eprinttype = {arXiv},
eprint = {2306.05426},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15794,
author = {Eric Nguyen and
Michael Poli and
Marjan Faizi and
Armin W. Thomas and
Callum Birch{-}Sykes and
Michael Wornow and
Aman Patel and
Clayton M. Rabideau and
Stefano Massaroli and
Yoshua Bengio and
Stefano Ermon and
Stephen A. Baccus and
Christopher R{\'{e}}},
title = {HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide
Resolution},
journal = {CoRR},
volume = {abs/2306.15794},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15794},
doi = {10.48550/ARXIV.2306.15794},
eprinttype = {arXiv},
eprint = {2306.15794},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17624,
author = {Gengchen Mai and
Yao Xuan and
Wenyun Zuo and
Yutong He and
Jiaming Song and
Stefano Ermon and
Krzysztof Janowicz and
Ni Lao},
title = {Sphere2Vec: {A} General-Purpose Location Representation Learning over
a Spherical Surface for Large-Scale Geospatial Predictions},
journal = {CoRR},
volume = {abs/2306.17624},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17624},
doi = {10.48550/ARXIV.2306.17624},
eprinttype = {arXiv},
eprint = {2306.17624},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08423,
author = {Xuan Zhang and
Limei Wang and
Jacob Helwig and
Youzhi Luo and
Cong Fu and
Yaochen Xie and
Meng Liu and
Yuchao Lin and
Zhao Xu and
Keqiang Yan and
Keir Adams and
Maurice Weiler and
Xiner Li and
Tianfan Fu and
Yucheng Wang and
Haiyang Yu and
Yuqing Xie and
Xiang Fu and
Alex Strasser and
Shenglong Xu and
Yi Liu and
Yuanqi Du and
Alexandra Saxton and
Hongyi Ling and
Hannah Lawrence and
Hannes St{\"{a}}rk and
Shurui Gui and
Carl Edwards and
Nicholas Gao and
Adriana Ladera and
Tailin Wu and
Elyssa F. Hofgard and
Aria Mansouri Tehrani and
Rui Wang and
Ameya Daigavane and
Montgomery Bohde and
Jerry Kurtin and
Qian Huang and
Tuong Phung and
Minkai Xu and
Chaitanya K. Joshi and
Simon V. Mathis and
Kamyar Azizzadenesheli and
Ada Fang and
Al{\'{a}}n Aspuru{-}Guzik and
Erik J. Bekkers and
Michael M. Bronstein and
Marinka Zitnik and
Anima Anandkumar and
Stefano Ermon and
Pietro Li{\`{o}} and
Rose Yu and
Stephan G{\"{u}}nnemann and
Jure Leskovec and
Heng Ji and
Jimeng Sun and
Regina Barzilay and
Tommi S. Jaakkola and
Connor W. Coley and
Xiaoning Qian and
Xiaofeng Qian and
Tess E. Smidt and
Shuiwang Ji},
title = {Artificial Intelligence for Science in Quantum, Atomistic, and Continuum
Systems},
journal = {CoRR},
volume = {abs/2307.08423},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08423},
doi = {10.48550/ARXIV.2307.08423},
eprinttype = {arXiv},
eprint = {2307.08423},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12061,
author = {Jonathan Xu and
Amna Elmustafa and
Liya Weldegebriel and
Emnet Negash and
Richard Lee and
Chenlin Meng and
Stefano Ermon and
David B. Lobell},
title = {HarvestNet: {A} Dataset for Detecting Smallholder Farming Activity
Using Harvest Piles and Remote Sensing},
journal = {CoRR},
volume = {abs/2308.12061},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12061},
doi = {10.48550/ARXIV.2308.12061},
eprinttype = {arXiv},
eprint = {2308.12061},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16948,
author = {Linqi Zhou and
Aaron Lou and
Samar Khanna and
Stefano Ermon},
title = {Denoising Diffusion Bridge Models},
journal = {CoRR},
volume = {abs/2309.16948},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16948},
doi = {10.48550/ARXIV.2309.16948},
eprinttype = {arXiv},
eprint = {2309.16948},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00413,
author = {Gengchen Mai and
Ni Lao and
Weiwei Sun and
Yuchi Ma and
Jiaming Song and
Chenlin Meng and
Hongxu Ma and
Jinmeng Rao and
Ziyuan Li and
Stefano Ermon},
title = {{SSIF:} Learning Continuous Image Representation for Spatial-Spectral
Super-Resolution},
journal = {CoRR},
volume = {abs/2310.00413},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00413},
doi = {10.48550/ARXIV.2310.00413},
eprinttype = {arXiv},
eprint = {2310.00413},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02279,
author = {Dongjun Kim and
Chieh{-}Hsin Lai and
Wei{-}Hsiang Liao and
Naoki Murata and
Yuhta Takida and
Toshimitsu Uesaka and
Yutong He and
Yuki Mitsufuji and
Stefano Ermon},
title = {Consistency Trajectory Models: Learning Probability Flow {ODE} Trajectory
of Diffusion},
journal = {CoRR},
volume = {abs/2310.02279},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02279},
doi = {10.48550/ARXIV.2310.02279},
eprinttype = {arXiv},
eprint = {2310.02279},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02777,
author = {Chenwei Wu and
Li Erran Li and
Stefano Ermon and
Patrick Haffner and
Rong Ge and
Zaiwei Zhang},
title = {The Role of Linguistic Priors in Measuring Compositional Generalization
of Vision-Language Models},
journal = {CoRR},
volume = {abs/2310.02777},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02777},
doi = {10.48550/ARXIV.2310.02777},
eprinttype = {arXiv},
eprint = {2310.02777},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06213,
author = {Rohin Manvi and
Samar Khanna and
Gengchen Mai and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {GeoLLM: Extracting Geospatial Knowledge from Large Language Models},
journal = {CoRR},
volume = {abs/2310.06213},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06213},
doi = {10.48550/ARXIV.2310.06213},
eprinttype = {arXiv},
eprint = {2310.06213},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16834,
author = {Aaron Lou and
Chenlin Meng and
Stefano Ermon},
title = {Discrete Diffusion Language Modeling by Estimating the Ratios of the
Data Distribution},
journal = {CoRR},
volume = {abs/2310.16834},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16834},
doi = {10.48550/ARXIV.2310.16834},
eprinttype = {arXiv},
eprint = {2310.16834},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17638,
author = {Gabriel Nobis and
Marco Aversa and
Maximilian Springenberg and
Michael Detzel and
Stefano Ermon and
Shinichi Nakajima and
Roderick Murray{-}Smith and
Sebastian Lapuschkin and
Christoph Knochenhauer and
Luis Oala and
Wojciech Samek},
title = {Generative Fractional Diffusion Models},
journal = {CoRR},
volume = {abs/2310.17638},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17638},
doi = {10.48550/ARXIV.2310.17638},
eprinttype = {arXiv},
eprint = {2310.17638},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18780,
author = {Stefano Massaroli and
Michael Poli and
Daniel Y. Fu and
Hermann Kumbong and
Rom N. Parnichkun and
Aman Timalsina and
David W. Romero and
Quinn McIntyre and
Beidi Chen and
Atri Rudra and
Ce Zhang and
Christopher R{\'{e}} and
Stefano Ermon and
Yoshua Bengio},
title = {Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions},
journal = {CoRR},
volume = {abs/2310.18780},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18780},
doi = {10.48550/ARXIV.2310.18780},
eprinttype = {arXiv},
eprint = {2310.18780},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20030,
author = {Aaron Lou and
Minkai Xu and
Stefano Ermon},
title = {Scaling Riemannian Diffusion Models},
journal = {CoRR},
volume = {abs/2310.20030},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20030},
doi = {10.48550/ARXIV.2310.20030},
eprinttype = {arXiv},
eprint = {2310.20030},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20211,
author = {Charles Marx and
Sofian Zalouk and
Stefano Ermon},
title = {Calibration by Distribution Matching: Trainable Kernel Calibration
Metrics},
journal = {CoRR},
volume = {abs/2310.20211},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20211},
doi = {10.48550/ARXIV.2310.20211},
eprinttype = {arXiv},
eprint = {2310.20211},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04287,
author = {Tony Lee and
Michihiro Yasunaga and
Chenlin Meng and
Yifan Mai and
Joon Sung Park and
Agrim Gupta and
Yunzhi Zhang and
Deepak Narayanan and
Hannah Benita Teufel and
Marco Bellagente and
Minguk Kang and
Taesung Park and
Jure Leskovec and
Jun{-}Yan Zhu and
Li Fei{-}Fei and
Jiajun Wu and
Stefano Ermon and
Percy Liang},
title = {Holistic Evaluation of Text-To-Image Models},
journal = {CoRR},
volume = {abs/2311.04287},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04287},
doi = {10.48550/ARXIV.2311.04287},
eprinttype = {arXiv},
eprint = {2311.04287},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12908,
author = {Bram Wallace and
Meihua Dang and
Rafael Rafailov and
Linqi Zhou and
Aaron Lou and
Senthil Purushwalkam and
Stefano Ermon and
Caiming Xiong and
Shafiq Joty and
Nikhil Naik},
title = {Diffusion Model Alignment Using Direct Preference Optimization},
journal = {CoRR},
volume = {abs/2311.12908},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12908},
doi = {10.48550/ARXIV.2311.12908},
eprinttype = {arXiv},
eprint = {2311.12908},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16424,
author = {Yutong He and
Naoki Murata and
Chieh{-}Hsin Lai and
Yuhta Takida and
Toshimitsu Uesaka and
Dongjun Kim and
Wei{-}Hsiang Liao and
Yuki Mitsufuji and
J. Zico Kolter and
Ruslan Salakhutdinov and
Stefano Ermon},
title = {Manifold Preserving Guided Diffusion},
journal = {CoRR},
volume = {abs/2311.16424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16424},
doi = {10.48550/ARXIV.2311.16424},
eprinttype = {arXiv},
eprint = {2311.16424},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17082,
author = {Linqi Zhou and
Andy Shih and
Chenlin Meng and
Stefano Ermon},
title = {DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling},
journal = {CoRR},
volume = {abs/2311.17082},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17082},
doi = {10.48550/ARXIV.2311.17082},
eprinttype = {arXiv},
eprint = {2311.17082},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03606,
author = {Samar Khanna and
Patrick Liu and
Linqi Zhou and
Chenlin Meng and
Robin Rombach and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {DiffusionSat: {A} Generative Foundation Model for Satellite Imagery},
journal = {CoRR},
volume = {abs/2312.03606},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03606},
doi = {10.48550/ARXIV.2312.03606},
eprinttype = {arXiv},
eprint = {2312.03606},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07168,
author = {Yuxuan Song and
Jingjing Gong and
Minkai Xu and
Ziyao Cao and
Yanyan Lan and
Stefano Ermon and
Hao Zhou and
Wei{-}Ying Ma},
title = {Equivariant Flow Matching with Hybrid Probability Transport},
journal = {CoRR},
volume = {abs/2312.07168},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07168},
doi = {10.48550/ARXIV.2312.07168},
eprinttype = {arXiv},
eprint = {2312.07168},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengLNSBLE22,
author = {Chenlin Meng and
Enci Liu and
Willie Neiswanger and
Jiaming Song and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based
Importance Sampling},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12034--12042},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21462},
doi = {10.1609/AAAI.V36I11.21462},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengLNSBLE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChoiM0E22,
author = {Kristy Choi and
Chenlin Meng and
Yang Song and
Stefano Ermon},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Density Ratio Estimation via Infinitesimal Classification},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2552--2573},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/choi22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChoiM0E22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChakrabortyUATS22,
author = {Shuvam Chakraborty and
Burak Uzkent and
Kumar Ayush and
Kumar Tanmay and
Evan Sheehan and
Stefano Ermon},
title = {Efficient Conditional Pre-training for Transfer Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {4240--4249},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00469},
doi = {10.1109/CVPRW56347.2022.00469},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChakrabortyUATS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ElmustafaRHMEBL22,
author = {Amna Elmustafa and
Erik Rozi and
Yutong He and
Gengchen Mai and
Stefano Ermon and
Marshall Burke and
David B. Lobell},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {Understanding economic development in rural Africa using satellite
imagery, building footprints and deep models},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {89:1--89:4},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3561025},
doi = {10.1145/3557915.3561025},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/ElmustafaRHMEBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/MaiCCHLE22,
author = {Gengchen Mai and
Chris Cundy and
Kristy Choi and
Yingjie Hu and
Ni Lao and
Stefano Ermon},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {Towards a foundation model for geospatial artificial intelligence
(vision paper)},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {106:1--106:4},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3561043},
doi = {10.1145/3557915.3561043},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/MaiCCHLE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hri/ShihES22,
author = {Andy Shih and
Stefano Ermon and
Dorsa Sadigh},
editor = {Daisuke Sakamoto and
Astrid Weiss and
Laura M. Hiatt and
Masahiro Shiomi},
title = {Conditional Imitation Learning for Multi-Agent Games},
booktitle = {{ACM/IEEE} International Conference on Human-Robot Interaction, {HRI}
2022, Sapporo, Hokkaido, Japan, March 7 - 10, 2022},
pages = {166--175},
publisher = {{IEEE} / {ACM}},
year = {2022},
url = {https://doi.org/10.1109/HRI53351.2022.9889671},
doi = {10.1109/HRI53351.2022.9889671},
timestamp = {Fri, 07 Oct 2022 14:19:05 +0200},
biburl = {https://dblp.org/rec/conf/hri/ShihES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0011S0E22,
author = {Yang Song and
Liyue Shen and
Lei Xing and
Stefano Ermon},
title = {Solving Inverse Problems in Medical Imaging with Score-Based Generative
Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=vaRCHVj0uGI},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0011S0E22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MehtaPSEN22,
author = {Viraj Mehta and
Biswajit Paria and
Jeff Schneider and
Stefano Ermon and
Willie Neiswanger},
title = {An Experimental Design Perspective on Model-Based Reinforcement Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=0no8Motr-zO},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/MehtaPSEN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MengHSSWZE22,
author = {Chenlin Meng and
Yutong He and
Yang Song and
Jiaming Song and
Jiajun Wu and
Jun{-}Yan Zhu and
Stefano Ermon},
title = {SDEdit: Guided Image Synthesis and Editing with Stochastic Differential
Equations},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=aBsCjcPu\_tE},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/MengHSSWZE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuY0SE022,
author = {Minkai Xu and
Lantao Yu and
Yang Song and
Chence Shi and
Stefano Ermon and
Jian Tang},
title = {GeoDiff: {A} Geometric Diffusion Model for Molecular Conformation
Generation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=PzcvxEMzvQC},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuY0SE022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoSHPSE22,
author = {Shengjia Zhao and
Abhishek Sinha and
Yutong He and
Aidan Perreault and
Jiaming Song and
Stefano Ermon},
title = {Comparing Distributions by Measuring Differences that Affect Decision
Making},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=KB5onONJIAU},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoSHPSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeliaevSESP22,
author = {Mark Beliaev and
Andy Shih and
Stefano Ermon and
Dorsa Sadigh and
Ramtin Pedarsani},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Imitation Learning by Estimating Expertise of Demonstrators},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {1732--1748},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/beliaev22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeliaevSESP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarxZNE22,
author = {Charles Marx and
Shengjia Zhao and
Willie Neiswanger and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Modular Conformal Calibration},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15180--15195},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/marx22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarxZNE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengZCDE22,
author = {Chenlin Meng and
Linqi Zhou and
Kristy Choi and
Tri Dao and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {ButterflyFlow: Building Invertible Layers with Butterfly Matrices},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15360--15375},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/meng22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MengZCDE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuE22,
author = {Rui Shu and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Bit Prioritization in Variational Autoencoders via Progressive Coding},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {20141--20155},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/shu22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongYNE22,
author = {Jiaming Song and
Lantao Yu and
Willie Neiswanger and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A General Recipe for Likelihood-free Bayesian Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {20384--20404},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/song22b.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongYNE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/SinhaSGE22,
author = {Samarth Sinha and
Jiaming Song and
Animesh Garg and
Stefano Ermon},
editor = {Roya Firoozi and
Negar Mehr and
Esen Yel and
Rika Antonova and
Jeannette Bohg and
Mac Schwager and
Mykel J. Kochenderfer},
title = {Experience Replay with Likelihood-free Importance Weights},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June
2022, Stanford University, Stanford, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {168},
pages = {110--123},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v168/sinha22a.html},
timestamp = {Fri, 20 May 2022 14:36:40 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/SinhaSGE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CongKMLRHBLE22,
author = {Yezhen Cong and
Samar Khanna and
Chenlin Meng and
Patrick Liu and
Erik Rozi and
Yutong He and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {SatMAE: Pre-training Transformers for Temporal and Multi-Spectral
Satellite Imagery},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/01c561df365429f33fcd7a7faa44c985-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CongKMLRHBLE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaoFERR22,
author = {Tri Dao and
Daniel Y. Fu and
Stefano Ermon and
Atri Rudra and
Christopher R{\'{e}}},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/67d57c32e20fd0a7a302cb81d36e40d5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaoFERR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuboisEHL22,
author = {Yann Dubois and
Stefano Ermon and
Tatsunori B. Hashimoto and
Percy Liang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Improving Self-Supervised Learning by Characterizing Idealized Representations},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/494f876fad056843f310ad647274dd99-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DuboisEHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargVKSE22,
author = {Divyansh Garg and
Skanda Vaidyanath and
Kuno Kim and
Jiaming Song and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{LISA:} Learning Interpretable Skill Abstractions from Language},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/883105b282fe15275991b411e6b200c5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GargVKSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawarEES22,
author = {Bahjat Kawar and
Michael Elad and
Stefano Ermon and
Jiaming Song},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Denoising Diffusion Restoration Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95504595b6169131b6ed6cd72eb05616-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KawarEES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLMEHZ22,
author = {Muyang Li and
Ji Lin and
Chenlin Meng and
Stefano Ermon and
Song Han and
Jun{-}Yan Zhu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficient Spatially Sparse Inference for Conditional GANs and Diffusion
Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b9603de9e49d0838e53b6c9cf9d06556-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiLMEHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MehtaCACBE0N22,
author = {Viraj Mehta and
Ian Char and
Joseph Abbate and
Rory Conlin and
Mark D. Boyer and
Stefano Ermon and
Jeff Schneider and
Willie Neiswanger},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exploration via Planning for Information about the Optimal Trajectory},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b90cb10d4dae058dd167388e76168c1b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MehtaCACBE0N22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengCSE22,
author = {Chenlin Meng and
Kristy Choi and
Jiaming Song and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Concrete Score Matching: Generalized Score Matching for Discrete Data},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/df04a35d907e894d59d4eab1f92bc87b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MengCSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NeiswangerYZME22,
author = {Willie Neiswanger and
Lantao Yu and
Shengjia Zhao and
Chenlin Meng and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Generalizing Bayesian Optimization with Decision-theoretic Entropies},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/8451a20c5a7e0ee5671dda28f7daf7f3-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NeiswangerYZME22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PoliMBPDRE22,
author = {Michael Poli and
Stefano Massaroli and
Federico Berto and
Jinkyoo Park and
Tri Dao and
Christopher R{\'{e}} and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Transform Once: Efficient Operator Learning in Frequency Domain},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/342339109d7d756ef7bb30cf672aec02-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PoliMBPDRE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PoliXMMKE22,
author = {Michael Poli and
Winnie Xu and
Stefano Massaroli and
Chenlin Meng and
Kuno Kim and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Self-Similarity Priors: Neural Collages as Differentiable Fractal
Representations},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c40bed606c51c8e827c1ba75aa2da054-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PoliXMMKE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShihSE22,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Training and Inference on Any-Order Autoregressive Models the Right
Way},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/123fd8a56501194823c8e0dca00733df-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShihSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuoBBZWXSESP22,
author = {Rachel Luo and
Aadyot Bhatnagar and
Yu Bai and
Shengjia Zhao and
Huan Wang and
Caiming Xiong and
Silvio Savarese and
Stefano Ermon and
Edward Schmerling and
Marco Pavone},
editor = {James Cussens and
Kun Zhang},
title = {Local calibration: metrics and recalibration},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1286--1295},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/luo22a.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LuoBBZWXSESP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01448,
author = {Andy Shih and
Stefano Ermon and
Dorsa Sadigh},
title = {Conditional Imitation Learning for Multi-Agent Games},
journal = {CoRR},
volume = {abs/2201.01448},
year = {2022},
url = {https://arxiv.org/abs/2201.01448},
eprinttype = {arXiv},
eprint = {2201.01448},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11793,
author = {Bahjat Kawar and
Michael Elad and
Stefano Ermon and
Jiaming Song},
title = {Denoising Diffusion Restoration Models},
journal = {CoRR},
volume = {abs/2201.11793},
year = {2022},
url = {https://arxiv.org/abs/2201.11793},
eprinttype = {arXiv},
eprint = {2201.11793},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01288,
author = {Mark Beliaev and
Andy Shih and
Stefano Ermon and
Dorsa Sadigh and
Ramtin Pedarsani},
title = {Imitation Learning by Estimating Expertise of Demonstrators},
journal = {CoRR},
volume = {abs/2202.01288},
year = {2022},
url = {https://arxiv.org/abs/2202.01288},
eprinttype = {arXiv},
eprint = {2202.01288},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00054,
author = {Divyansh Garg and
Skanda Vaidyanath and
Kuno Kim and
Jiaming Song and
Stefano Ermon},
title = {{LISA:} Learning Interpretable Skill Abstractions from Language},
journal = {CoRR},
volume = {abs/2203.00054},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00054},
doi = {10.48550/ARXIV.2203.00054},
eprinttype = {arXiv},
eprint = {2203.00054},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02923,
author = {Minkai Xu and
Lantao Yu and
Yang Song and
Chence Shi and
Stefano Ermon and
Jian Tang},
title = {GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation},
journal = {CoRR},
volume = {abs/2203.02923},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02923},
doi = {10.48550/ARXIV.2203.02923},
eprinttype = {arXiv},
eprint = {2203.02923},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08382,
author = {Xuan Su and
Jiaming Song and
Chenlin Meng and
Stefano Ermon},
title = {Dual Diffusion Implicit Bridges for Image-to-Image Translation},
journal = {CoRR},
volume = {abs/2203.08382},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08382},
doi = {10.48550/ARXIV.2203.08382},
eprinttype = {arXiv},
eprint = {2203.08382},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12023,
author = {Benedikt Boecking and
Willie Neiswanger and
Nicholas Carl Roberts and
Stefano Ermon and
Frederic Sala and
Artur Dubrawski},
title = {Generative Modeling Helps Weak Supervision (and Vice Versa)},
journal = {CoRR},
volume = {abs/2203.12023},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12023},
doi = {10.48550/ARXIV.2203.12023},
eprinttype = {arXiv},
eprint = {2203.12023},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01736,
author = {Yutong He and
William Zhang and
Chenlin Meng and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal
Super-Resolution},
journal = {CoRR},
volume = {abs/2204.01736},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01736},
doi = {10.48550/ARXIV.2204.01736},
eprinttype = {arXiv},
eprint = {2204.01736},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07673,
author = {Michael Poli and
Winnie Xu and
Stefano Massaroli and
Chenlin Meng and
Kuno Kim and
Stefano Ermon},
title = {Self-Similarity Priors: Neural Collages as Differentiable Fractal
Representations},
journal = {CoRR},
volume = {abs/2204.07673},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07673},
doi = {10.48550/ARXIV.2204.07673},
eprinttype = {arXiv},
eprint = {2204.07673},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13554,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
title = {Training and Inference on Any-Order Autoregressive Models the Right
Way},
journal = {CoRR},
volume = {abs/2205.13554},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13554},
doi = {10.48550/ARXIV.2205.13554},
eprinttype = {arXiv},
eprint = {2205.13554},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14135,
author = {Tri Dao and
Daniel Y. Fu and
Stefano Ermon and
Atri Rudra and
Christopher R{\'{e}}},
title = {FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness},
journal = {CoRR},
volume = {abs/2205.14135},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14135},
doi = {10.48550/ARXIV.2205.14135},
eprinttype = {arXiv},
eprint = {2205.14135},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11468,
author = {Charles Marx and
Shengjia Zhao and
Willie Neiswanger and
Stefano Ermon},
title = {Modular Conformal Calibration},
journal = {CoRR},
volume = {abs/2206.11468},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11468},
doi = {10.48550/ARXIV.2206.11468},
eprinttype = {arXiv},
eprint = {2206.11468},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13035,
author = {Jiaming Song and
Lantao Yu and
Willie Neiswanger and
Stefano Ermon},
title = {A General Recipe for Likelihood-free Bayesian Optimization},
journal = {CoRR},
volume = {abs/2206.13035},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13035},
doi = {10.48550/ARXIV.2206.13035},
eprinttype = {arXiv},
eprint = {2206.13035},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08051,
author = {Yezhen Cong and
Samar Khanna and
Chenlin Meng and
Patrick Liu and
Erik Rozi and
Yutong He and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {SatMAE: Pre-training Transformers for Temporal and Multi-Spectral
Satellite Imagery},
journal = {CoRR},
volume = {abs/2207.08051},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08051},
doi = {10.48550/ARXIV.2207.08051},
eprinttype = {arXiv},
eprint = {2207.08051},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04587,
author = {Sara A. Miskovich and
Willie Neiswanger and
William Colocho and
Claudio Emma and
Jacqueline Garrahan and
Timothy Maxwell and
Christopher Mayes and
Stefano Ermon and
Auralee Edelen and
Daniel Ratner},
title = {Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance
with Partial Measurements},
journal = {CoRR},
volume = {abs/2209.04587},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04587},
doi = {10.48550/ARXIV.2209.04587},
eprinttype = {arXiv},
eprint = {2209.04587},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06235,
author = {Yann Dubois and
Tatsunori Hashimoto and
Stefano Ermon and
Percy Liang},
title = {Improving Self-Supervised Learning by Characterizing Idealized Representations},
journal = {CoRR},
volume = {abs/2209.06235},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06235},
doi = {10.48550/ARXIV.2209.06235},
eprinttype = {arXiv},
eprint = {2209.06235},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11888,
author = {Bahjat Kawar and
Jiaming Song and
Stefano Ermon and
Michael Elad},
title = {{JPEG} Artifact Correction using Denoising Diffusion Restoration Models},
journal = {CoRR},
volume = {abs/2209.11888},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11888},
doi = {10.48550/ARXIV.2209.11888},
eprinttype = {arXiv},
eprint = {2209.11888},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13774,
author = {Chenlin Meng and
Linqi Zhou and
Kristy Choi and
Tri Dao and
Stefano Ermon},
title = {ButterflyFlow: Building Invertible Layers with Butterfly Matrices},
journal = {CoRR},
volume = {abs/2209.13774},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13774},
doi = {10.48550/ARXIV.2209.13774},
eprinttype = {arXiv},
eprint = {2209.13774},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15458,
author = {Gengchen Mai and
Chiyu Jiang and
Weiwei Sun and
Rui Zhu and
Yao Xuan and
Ling Cai and
Krzysztof Janowicz and
Stefano Ermon and
Ni Lao},
title = {Towards General-Purpose Representation Learning of Polygonal Geometries},
journal = {CoRR},
volume = {abs/2209.15458},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15458},
doi = {10.48550/ARXIV.2209.15458},
eprinttype = {arXiv},
eprint = {2209.15458},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01383,
author = {Willie Neiswanger and
Lantao Yu and
Shengjia Zhao and
Chenlin Meng and
Stefano Ermon},
title = {Generalizing Bayesian Optimization with Decision-theoretic Entropies},
journal = {CoRR},
volume = {abs/2210.01383},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01383},
doi = {10.48550/ARXIV.2210.01383},
eprinttype = {arXiv},
eprint = {2210.01383},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03142,
author = {Chenlin Meng and
Ruiqi Gao and
Diederik P. Kingma and
Stefano Ermon and
Jonathan Ho and
Tim Salimans},
title = {On Distillation of Guided Diffusion Models},
journal = {CoRR},
volume = {abs/2210.03142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03142},
doi = {10.48550/ARXIV.2210.03142},
eprinttype = {arXiv},
eprint = {2210.03142},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04296,
author = {Chieh{-}Hsin Lai and
Yuhta Takida and
Naoki Murata and
Toshimitsu Uesaka and
Yuki Mitsufuji and
Stefano Ermon},
title = {Regularizing Score-based Models with Score Fokker-Planck Equations},
journal = {CoRR},
volume = {abs/2210.04296},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04296},
doi = {10.48550/ARXIV.2210.04296},
eprinttype = {arXiv},
eprint = {2210.04296},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04642,
author = {Viraj Mehta and
Ian Char and
Joseph Abbate and
Rory Conlin and
Mark D. Boyer and
Stefano Ermon and
Jeff Schneider and
Willie Neiswanger},
title = {Exploration via Planning for Information about the Optimal Trajectory},
journal = {CoRR},
volume = {abs/2210.04642},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04642},
doi = {10.48550/ARXIV.2210.04642},
eprinttype = {arXiv},
eprint = {2210.04642},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12530,
author = {Kristy Choi and
Chris Cundy and
Sanjari Srivastava and
Stefano Ermon},
title = {LMPriors: Pre-Trained Language Models as Task-Specific Priors},
journal = {CoRR},
volume = {abs/2210.12530},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12530},
doi = {10.48550/ARXIV.2210.12530},
eprinttype = {arXiv},
eprint = {2210.12530},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00802,
author = {Chenlin Meng and
Kristy Choi and
Jiaming Song and
Stefano Ermon},
title = {Concrete Score Matching: Generalized Score Matching for Discrete Data},
journal = {CoRR},
volume = {abs/2211.00802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00802},
doi = {10.48550/ARXIV.2211.00802},
eprinttype = {arXiv},
eprint = {2211.00802},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02048,
author = {Muyang Li and
Ji Lin and
Chenlin Meng and
Stefano Ermon and
Song Han and
Jun{-}Yan Zhu},
title = {Efficient Spatially Sparse Inference for Conditional GANs and Diffusion
Models},
journal = {CoRR},
volume = {abs/2211.02048},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02048},
doi = {10.48550/ARXIV.2211.02048},
eprinttype = {arXiv},
eprint = {2211.02048},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14453,
author = {Michael Poli and
Stefano Massaroli and
Federico Berto and
Jinkyoo Park and
Tri Dao and
Christopher R{\'{e}} and
Stefano Ermon},
title = {Transform Once: Efficient Operator Learning in Frequency Domain},
journal = {CoRR},
volume = {abs/2211.14453},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14453},
doi = {10.48550/ARXIV.2211.14453},
eprinttype = {arXiv},
eprint = {2211.14453},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-12749,
author = {Linqi Zhou and
Michael Poli and
Winnie Xu and
Stefano Massaroli and
Stefano Ermon},
title = {Deep Latent State Space Models for Time-Series Generation},
journal = {CoRR},
volume = {abs/2212.12749},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.12749},
doi = {10.48550/ARXIV.2212.12749},
eprinttype = {arXiv},
eprint = {2212.12749},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-12749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/LeeBTBELBL21,
author = {Jihyeon Janel Lee and
Nina R. Brooks and
Fahim Tajwar and
Marshall Burke and
Stefano Ermon and
David B. Lobell and
Debashish Biswas and
Stephen P. Luby},
title = {Scalable deep learning to identify brick kilns and aid regulatory
capacity},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {118},
number = {17},
pages = {e2018863118},
year = {2021},
url = {https://doi.org/10.1073/pnas.2018863118},
doi = {10.1073/PNAS.2018863118},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/LeeBTBELBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AyushUTBLE21,
author = {Kumar Ayush and
Burak Uzkent and
Kumar Tanmay and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Efficient Poverty Mapping from High Resolution Remote Sensing Images},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {12--20},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16072},
doi = {10.1609/AAAI.V35I1.16072},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AyushUTBLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeGUZBLE21,
author = {Jihyeon Janel Lee and
Dylan Grosz and
Burak Uzkent and
Sicheng Zeng and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Predicting Livelihood Indicators from Community-Generated Street-Level
Imagery},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {268--276},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16101},
doi = {10.1609/AAAI.V35I1.16101},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeeGUZBLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoE21,
author = {Shengjia Zhao and
Stefano Ermon},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Right Decisions from Wrong Predictions: {A} Mechanism Design Alternative
to Individual Calibration},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2683--2691},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/zhao21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AyushUMTBLE21,
author = {Kumar Ayush and
Burak Uzkent and
Chenlin Meng and
Kumar Tanmay and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Geography-Aware Self-Supervised Learning},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10161--10170},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01002},
doi = {10.1109/ICCV48922.2021.01002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/AyushUMTBLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0011SKKEP21,
author = {Yang Song and
Jascha Sohl{-}Dickstein and
Diederik P. Kingma and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Score-Based Generative Modeling through Stochastic Differential Equations},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=PxTIG12RRHS},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0011SKKEP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MengS0ZE21,
author = {Chenlin Meng and
Jiaming Song and
Yang Song and
Shengjia Zhao and
Stefano Ermon},
title = {Improved Autoregressive Modeling with Distribution Smoothing},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=rJA5Pz7lHKb},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MengS0ZE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShihSKES21,
author = {Andy Shih and
Arjun Sawhney and
Jovana Kondic and
Stefano Ermon and
Dorsa Sadigh},
title = {On the Critical Role of Conventions in Adaptive Human-AI Collaboration},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=8Ln-Bq0mZcy},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShihSKES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SinhaASUJE21,
author = {Abhishek Sinha and
Kumar Ayush and
Jiaming Song and
Burak Uzkent and
Hongxia Jin and
Stefano Ermon},
title = {Negative Data Augmentation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Ovp8dvB8IBH},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SinhaASUJE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongME21,
author = {Jiaming Song and
Chenlin Meng and
Stefano Ermon},
title = {Denoising Diffusion Implicit Models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=St1giarCHLP},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuSGGSGE21,
author = {Yilun Xu and
Yang Song and
Sahaj Garg and
Linyuan Gong and
Rui Shu and
Aditya Grover and
Stefano Ermon},
title = {Anytime Sampling for Autoregressive Models via Ordered Autoencoding},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=TSRTzJnuEBS},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuSGGSGE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouZLNCE21,
author = {Sharon Zhou and
Eric Zelikman and
Fred Lu and
Andrew Y. Ng and
Gunnar E. Carlsson and
Stefano Ermon},
title = {Evaluating the Disentanglement of Deep Generative Models through Manifold
Topology},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=djwS0m4Ft\_A},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhouZLNCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGSE21,
author = {Kuno Kim and
Shivam Garg and
Kirankumar Shiragur and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Reward Identification in Inverse Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5496--5505},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21c.html},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimGSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeiswangerWE21,
author = {Willie Neiswanger and
Ke Alexander Wang and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Algorithm Execution: Estimating Computable Properties of
Black-box Functions Using Mutual Information},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8005--8015},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/neiswanger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeiswangerWE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenSPBE21,
author = {Tung D. Nguyen and
Rui Shu and
Tuan Pham and
Hung Bui and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Temporal Predictive Coding For Model-Based Planning In Latent Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8130--8139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenSPBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongMLE21,
author = {Yang Song and
Chenlin Meng and
Renjie Liao and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Accelerating Feedforward Computation via Parallel Nonlinear Equation
Solving},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9791--9800},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongMLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Berti-EquilleDE21,
author = {Laure Berti{-}{\'{E}}quille and
David Dao and
Stefano Ermon and
Bedharta Goswami},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Challenges in {KDD} and {ML} for Sustainable Development},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4031--4032},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470798},
doi = {10.1145/3447548.3470798},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Berti-EquilleDE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongDME21,
author = {Yang Song and
Conor Durkan and
Iain Murray and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Maximum Likelihood Training of Score-Based Diffusion Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1415--1428},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0a9fdbb17feb6ccb7ec405cfb85222c4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SongDME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SahooZCE21,
author = {Roshni Sahoo and
Shengjia Zhao and
Alyssa Chen and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Reliable Decisions with Threshold Calibration},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1831--1844},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0e65972dce68dad4d52d063967f0a705-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SahooZCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargCCSE21,
author = {Divyansh Garg and
Shuvam Chakraborty and
Chris Cundy and
Jiaming Song and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {IQ-Learn: Inverse soft-Q Learning for Imitation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4028--4039},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/210f760a89db30aa72ca258a3483cc7f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GargCCSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimJSSSE21,
author = {Kuno Kim and
Akshat Jindal and
Yang Song and
Jiaming Song and
Yanan Sui and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Imitation with Neural Density Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5360--5372},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2b0aa0d9e30ea3a55fc271ced8364536-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimJSSSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CundyGE21,
author = {Chris Cundy and
Aditya Grover and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{BCD} Nets: Scalable Variational Approaches for Bayesian Causal Discovery},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7095--7110},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/39799c18791e8d7eb29704fc5bc04ac8-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CundyGE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShihSE21,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {HyperSPNs: Compact and Expressive Probabilistic Circuits},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8571--8582},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/481fbfa59da2581098e841b7afc122f1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShihSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinhaSME21,
author = {Abhishek Sinha and
Jiaming Song and
Chenlin Meng and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{D2C:} Diffusion-Decoding Models for Few-Shot Conditional Generation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12533--12548},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/682e0e796084e163c5ca053dd8573b0c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SinhaSME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SwezeyGCE21,
author = {Robin M. E. Swezey and
Aditya Grover and
Bruno Charron and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {PiRank: Scalable Learning To Rank via Differentiable Sorting},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21644--21654},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b5200c6107fc3d41d19a2b66835c3974-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SwezeyGCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoKSME21,
author = {Shengjia Zhao and
Michael P. Kim and
Roshni Sahoo and
Tengyu Ma and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Calibrating Predictions to Decisions: {A} Novel Approach to Multi-Class
Calibration},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22313--22324},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/bbc92a647199b832ec90d7cf57074e9e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaoKSME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuSSE21,
author = {Lantao Yu and
Jiaming Song and
Yang Song and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Pseudo-Spherical Contrastive Divergence},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22348--22362},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/bc5fcb0018cecacba559dc512740091b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuSSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TashiroSSE21,
author = {Yusuke Tashiro and
Jiaming Song and
Yang Song and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{CSDI:} Conditional Score-based Diffusion Models for Probabilistic
Time Series Imputation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24804--24816},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/cfe8504bda37b575c70ee1a8276f3486-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TashiroSSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengSLE21,
author = {Chenlin Meng and
Yang Song and
Wenzhe Li and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Estimating High Order Gradients of the Data Distribution by Denoising},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25359--25369},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d582ac40970f9885836a61d7b2c662e4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MengSLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuGE21,
author = {Mike Wu and
Noah D. Goodman and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Improving Compositionality of Neural Networks by Decoding Representations
to Inputs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26689--26700},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e0308d73972d8dd5e2dd27853106386e-Abstract.html},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuGE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeWLZMBLE21,
author = {Yutong He and
Dingjie Wang and
Nicholas Lai and
William Zhang and
Chenlin Meng and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional
Pixel Synthesis},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {27903--27915},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ead81fe8cfe9fda9e4c2093e17e4d024-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HeWLZMBLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehMWDRLLBLE21,
author = {Christopher Yeh and
Chenlin Meng and
Sherrie Wang and
Anne Driscoll and
Erik Rozi and
Patrick Liu and
Jihyeon Janel Lee and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {SustainBench: Benchmarks for Monitoring the Sustainable Development
Goals with Machine Learning},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/950a4152c2b4aa3ad78bdd6b366cc179-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/YehMWDRLLBLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangYCE21,
author = {Hongwei Wang and
Lantao Yu and
Zhangjie Cao and
Stefano Ermon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Multi-agent Imitation Learning with Copulas},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {139--156},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_9},
doi = {10.1007/978-3-030-86486-6\_9},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangYCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChoiLE21,
author = {Kristy Choi and
Madeline Liao and
Stefano Ermon},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Featurized density ratio estimation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {172--182},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/choi21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChoiLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05113,
author = {Abhishek Sinha and
Kumar Ayush and
Jiaming Song and
Burak Uzkent and
Hongxia Jin and
Stefano Ermon},
title = {Negative Data Augmentation},
journal = {CoRR},
volume = {abs/2102.05113},
year = {2021},
url = {https://arxiv.org/abs/2102.05113},
eprinttype = {arXiv},
eprint = {2102.05113},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07725,
author = {Berivan Isik and
Kristy Choi and
Xin Zheng and
Tsachy Weissman and
Stefano Ermon and
H.{-}S. Philip Wong and
Armin Alaghi},
title = {Neural Network Compression for Noisy Storage Devices},
journal = {CoRR},
volume = {abs/2102.07725},
year = {2021},
url = {https://arxiv.org/abs/2102.07725},
eprinttype = {arXiv},
eprint = {2102.07725},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10809,
author = {Rachel Luo and
Aadyot Bhatnagar and
Huan Wang and
Caiming Xiong and
Silvio Savarese and
Yu Bai and
Shengjia Zhao and
Stefano Ermon},
title = {Localized Calibration: Metrics and Recalibration},
journal = {CoRR},
volume = {abs/2102.10809},
year = {2021},
url = {https://arxiv.org/abs/2102.10809},
eprinttype = {arXiv},
eprint = {2102.10809},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11495,
author = {Yilun Xu and
Yang Song and
Sahaj Garg and
Linyuan Gong and
Rui Shu and
Aditya Grover and
Stefano Ermon},
title = {Anytime Sampling for Autoregressive Models via Ordered Autoencoding},
journal = {CoRR},
volume = {abs/2102.11495},
year = {2021},
url = {https://arxiv.org/abs/2102.11495},
eprinttype = {arXiv},
eprint = {2102.11495},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15089,
author = {Chenlin Meng and
Jiaming Song and
Yang Song and
Shengjia Zhao and
Stefano Ermon},
title = {Improved Autoregressive Modeling with Distribution Smoothing},
journal = {CoRR},
volume = {abs/2103.15089},
year = {2021},
url = {https://arxiv.org/abs/2103.15089},
eprinttype = {arXiv},
eprint = {2103.15089},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02871,
author = {Andy Shih and
Arjun Sawhney and
Jovana Kondic and
Stefano Ermon and
Dorsa Sadigh},
title = {On the Critical Role of Conventions in Adaptive Human-AI Collaboration},
journal = {CoRR},
volume = {abs/2104.02871},
year = {2021},
url = {https://arxiv.org/abs/2104.02871},
eprinttype = {arXiv},
eprint = {2104.02871},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09460,
author = {Willie Neiswanger and
Ke Alexander Wang and
Stefano Ermon},
title = {Bayesian Algorithm Execution: Estimating Computable Properties of
Black-box Functions Using Mutual Information},
journal = {CoRR},
volume = {abs/2104.09460},
year = {2021},
url = {https://arxiv.org/abs/2104.09460},
eprinttype = {arXiv},
eprint = {2104.09460},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00769,
author = {Mike Wu and
Noah D. Goodman and
Stefano Ermon},
title = {Improving Compositionality of Neural Networks by Decoding Representations
to Inputs},
journal = {CoRR},
volume = {abs/2106.00769},
year = {2021},
url = {https://arxiv.org/abs/2106.00769},
eprinttype = {arXiv},
eprint = {2106.00769},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06819,
author = {Abhishek Sinha and
Jiaming Song and
Chenlin Meng and
Stefano Ermon},
title = {{D2C:} Diffusion-Denoising Models for Few-shot Conditional Generation},
journal = {CoRR},
volume = {abs/2106.06819},
year = {2021},
url = {https://arxiv.org/abs/2106.06819},
eprinttype = {arXiv},
eprint = {2106.06819},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07156,
author = {Tung D. Nguyen and
Rui Shu and
Tuan Pham and
Hung Bui and
Stefano Ermon},
title = {Temporal Predictive Coding For Model-Based Planning In Latent Space},
journal = {CoRR},
volume = {abs/2106.07156},
year = {2021},
url = {https://arxiv.org/abs/2106.07156},
eprinttype = {arXiv},
eprint = {2106.07156},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11485,
author = {Yutong He and
Dingjie Wang and
Nicholas Lai and
William Zhang and
Chenlin Meng and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional
Pixel Synthesis},
journal = {CoRR},
volume = {abs/2106.11485},
year = {2021},
url = {https://arxiv.org/abs/2106.11485},
eprinttype = {arXiv},
eprint = {2106.11485},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12142,
author = {Divyansh Garg and
Shuvam Chakraborty and
Chris Cundy and
Jiaming Song and
Stefano Ermon},
title = {IQ-Learn: Inverse soft-Q Learning for Imitation},
journal = {CoRR},
volume = {abs/2106.12142},
year = {2021},
url = {https://arxiv.org/abs/2106.12142},
eprinttype = {arXiv},
eprint = {2106.12142},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02212,
author = {Kristy Choi and
Madeline Liao and
Stefano Ermon},
title = {Featurized Density Ratio Estimation},
journal = {CoRR},
volume = {abs/2107.02212},
year = {2021},
url = {https://arxiv.org/abs/2107.02212},
eprinttype = {arXiv},
eprint = {2107.02212},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03502,
author = {Yusuke Tashiro and
Jiaming Song and
Yang Song and
Stefano Ermon},
title = {{CSDI:} Conditional Score-based Diffusion Models for Probabilistic
Time Series Imputation},
journal = {CoRR},
volume = {abs/2107.03502},
year = {2021},
url = {https://arxiv.org/abs/2107.03502},
eprinttype = {arXiv},
eprint = {2107.03502},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04750,
author = {Hongwei Wang and
Lantao Yu and
Zhangjie Cao and
Stefano Ermon},
title = {Multi-Agent Imitation Learning with Copulas},
journal = {CoRR},
volume = {abs/2107.04750},
year = {2021},
url = {https://arxiv.org/abs/2107.04750},
eprinttype = {arXiv},
eprint = {2107.04750},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05719,
author = {Shengjia Zhao and
Michael P. Kim and
Roshni Sahoo and
Tengyu Ma and
Stefano Ermon},
title = {Calibrating Predictions to Decisions: {A} Novel Approach to Multi-Class
Calibration},
journal = {CoRR},
volume = {abs/2107.05719},
year = {2021},
url = {https://arxiv.org/abs/2107.05719},
eprinttype = {arXiv},
eprint = {2107.05719},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01073,
author = {Chenlin Meng and
Yang Song and
Jiaming Song and
Jiajun Wu and
Jun{-}Yan Zhu and
Stefano Ermon},
title = {SDEdit: Image Synthesis and Editing with Stochastic Differential Equations},
journal = {CoRR},
volume = {abs/2108.01073},
year = {2021},
url = {https://arxiv.org/abs/2108.01073},
eprinttype = {arXiv},
eprint = {2108.01073},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07258,
author = {Rishi Bommasani and
Drew A. Hudson and
Ehsan Adeli and
Russ B. Altman and
Simran Arora and
Sydney von Arx and
Michael S. Bernstein and
Jeannette Bohg and
Antoine Bosselut and
Emma Brunskill and
Erik Brynjolfsson and
Shyamal Buch and
Dallas Card and
Rodrigo Castellon and
Niladri S. Chatterji and
Annie S. Chen and
Kathleen Creel and
Jared Quincy Davis and
Dorottya Demszky and
Chris Donahue and
Moussa Doumbouya and
Esin Durmus and
Stefano Ermon and
John Etchemendy and
Kawin Ethayarajh and
Li Fei{-}Fei and
Chelsea Finn and
Trevor Gale and
Lauren Gillespie and
Karan Goel and
Noah D. Goodman and
Shelby Grossman and
Neel Guha and
Tatsunori Hashimoto and
Peter Henderson and
John Hewitt and
Daniel E. Ho and
Jenny Hong and
Kyle Hsu and
Jing Huang and
Thomas Icard and
Saahil Jain and
Dan Jurafsky and
Pratyusha Kalluri and
Siddharth Karamcheti and
Geoff Keeling and
Fereshte Khani and
Omar Khattab and
Pang Wei Koh and
Mark S. Krass and
Ranjay Krishna and
Rohith Kuditipudi and
et al.},
title = {On the Opportunities and Risks of Foundation Models},
journal = {CoRR},
volume = {abs/2108.07258},
year = {2021},
url = {https://arxiv.org/abs/2108.07258},
eprinttype = {arXiv},
eprint = {2108.07258},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14218,
author = {Fan{-}Yun Sun and
Jonathan Kuck and
Hao Tang and
Stefano Ermon},
title = {Equivariant Neural Network for Factor Graphs},
journal = {CoRR},
volume = {abs/2109.14218},
year = {2021},
url = {https://arxiv.org/abs/2109.14218},
eprinttype = {arXiv},
eprint = {2109.14218},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00780,
author = {Lantao Yu and
Jiaming Song and
Yang Song and
Stefano Ermon},
title = {Pseudo-Spherical Contrastive Divergence},
journal = {CoRR},
volume = {abs/2111.00780},
year = {2021},
url = {https://arxiv.org/abs/2111.00780},
eprinttype = {arXiv},
eprint = {2111.00780},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04724,
author = {Christopher Yeh and
Chenlin Meng and
Sherrie Wang and
Anne Driscoll and
Erik Rozi and
Patrick Liu and
Jihyeon Janel Lee and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {SustainBench: Benchmarks for Monitoring the Sustainable Development
Goals with Machine Learning},
journal = {CoRR},
volume = {abs/2111.04724},
year = {2021},
url = {https://arxiv.org/abs/2111.04724},
eprinttype = {arXiv},
eprint = {2111.04724},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04726,
author = {Chenlin Meng and
Yang Song and
Wenzhe Li and
Stefano Ermon},
title = {Estimating High Order Gradients of the Data Distribution by Denoising},
journal = {CoRR},
volume = {abs/2111.04726},
year = {2021},
url = {https://arxiv.org/abs/2111.04726},
eprinttype = {arXiv},
eprint = {2111.04726},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08005,
author = {Yang Song and
Liyue Shen and
Lei Xing and
Stefano Ermon},
title = {Solving Inverse Problems in Medical Imaging with Score-Based Generative
Models},
journal = {CoRR},
volume = {abs/2111.08005},
year = {2021},
url = {https://arxiv.org/abs/2111.08005},
eprinttype = {arXiv},
eprint = {2111.08005},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11010,
author = {Kristy Choi and
Chenlin Meng and
Yang Song and
Stefano Ermon},
title = {Density Ratio Estimation via Infinitesimal Classification},
journal = {CoRR},
volume = {abs/2111.11010},
year = {2021},
url = {https://arxiv.org/abs/2111.11010},
eprinttype = {arXiv},
eprint = {2111.11010},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00914,
author = {Andy Shih and
Dorsa Sadigh and
Stefano Ermon},
title = {HyperSPNs: Compact and Expressive Probabilistic Circuits},
journal = {CoRR},
volume = {abs/2112.00914},
year = {2021},
url = {https://arxiv.org/abs/2112.00914},
eprinttype = {arXiv},
eprint = {2112.00914},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02761,
author = {Chris Cundy and
Aditya Grover and
Stefano Ermon},
title = {{BCD} Nets: Scalable Variational Approaches for Bayesian Causal Discovery},
journal = {CoRR},
volume = {abs/2112.02761},
year = {2021},
url = {https://arxiv.org/abs/2112.02761},
eprinttype = {arXiv},
eprint = {2112.02761},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03440,
author = {Lantao Yu and
Yujia Jin and
Stefano Ermon},
title = {A Unified Framework for Multi-distribution Density Ratio Estimation},
journal = {CoRR},
volume = {abs/2112.03440},
year = {2021},
url = {https://arxiv.org/abs/2112.03440},
eprinttype = {arXiv},
eprint = {2112.03440},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05244,
author = {Viraj Mehta and
Biswajit Paria and
Jeff Schneider and
Stefano Ermon and
Willie Neiswanger},
title = {An Experimental Design Perspective on Model-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2112.05244},
year = {2021},
url = {https://arxiv.org/abs/2112.05244},
eprinttype = {arXiv},
eprint = {2112.05244},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06276,
author = {Volodymyr Kuleshov and
Evgenii Nikishin and
Shantanu Thakoor and
Tingfung Lau and
Stefano Ermon},
title = {Quantifying and Understanding Adversarial Examples in Discrete Input
Spaces},
journal = {CoRR},
volume = {abs/2112.06276},
year = {2021},
url = {https://arxiv.org/abs/2112.06276},
eprinttype = {arXiv},
eprint = {2112.06276},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09126,
author = {Chenlin Meng and
Enci Liu and
Willie Neiswanger and
Jiaming Song and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {{IS-COUNT:} Large-scale Object Counting from Satellite Images with
Covariate-based Importance Sampling},
journal = {CoRR},
volume = {abs/2112.09126},
year = {2021},
url = {https://arxiv.org/abs/2112.09126},
eprinttype = {arXiv},
eprint = {2112.09126},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/AttiaGJSMLCCPYH20,
author = {Peter M. Attia and
Aditya Grover and
Norman Jin and
Kristen A. Severson and
Todor M. Markov and
Yang{-}Hung Liao and
Michael H. Chen and
Bryan Cheong and
Nicholas Perkins and
Zi Yang and
Patrick K. Herring and
Muratahan Aykol and
Stephen J. Harris and
Richard D. Braatz and
Stefano Ermon and
William C. Chueh},
title = {Closed-loop optimization of fast-charging protocols for batteries
with machine learning},
journal = {Nat.},
volume = {578},
number = {7795},
pages = {397--402},
year = {2020},
url = {https://doi.org/10.1038/s41586-020-1994-5},
doi = {10.1038/S41586-020-1994-5},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/AttiaGJSMLCCPYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GroverCSCE20,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing
Flows},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4028--4035},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5820},
doi = {10.1609/AAAI.V34I04.5820},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GroverCSCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuCGE20,
author = {Mike Wu and
Kristy Choi and
Noah D. Goodman and
Stefano Ermon},
title = {Meta-Amortized Variational Inference and Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6404--6412},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6111},
doi = {10.1609/AAAI.V34I04.6111},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuCGE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MengSSE20,
author = {Chenlin Meng and
Yang Song and
Jiaming Song and
Stefano Ermon},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Gaussianization Flows},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4336--4345},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/meng20b.html},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MengSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NiuSSZGE20,
author = {Chenhao Niu and
Yang Song and
Jiaming Song and
Shengjia Zhao and
Aditya Grover and
Stefano Ermon},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Permutation Invariant Graph Generation via Score-Based Generative
Modeling},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4474--4484},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/niu20a.html},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NiuSSZGE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhaoYE20,
author = {Shengjia Zhao and
Christopher Yeh and
Stefano Ermon},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {A Framework for Sample Efficient Interval Estimation with Control
Variates},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4583--4592},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zhao20e.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhaoYE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GruverSKE20,
author = {Nate Gruver and
Jiaming Song and
Mykel J. Kochenderfer and
Stefano Ermon},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Multi-agent Adversarial Inverse Reinforcement Learning with Latent
Variables},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1855--1857},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3399005},
doi = {10.5555/3398761.3399005},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GruverSKE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AungUBLE20,
author = {Han Lin Aung and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Farm Parcel Delineation Using Spatio-temporal Convolutional Networks},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {340--349},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w5/Aung\_Farm\_Parcel\_Delineation\_Using\_Spatio-Temporal\_Convolutional\_Networks\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00046},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AungUBLE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/UzkentE20,
author = {Burak Uzkent and
Stefano Ermon},
title = {Learning When and Where to Zoom With Deep Reinforcement Learning},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {12342--12351},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Uzkent\_Learning\_When\_and\_Where\_to\_Zoom\_With\_Deep\_Reinforcement\_Learning\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01236},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/UzkentE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuCKEP20,
author = {Rui Shu and
Yining Chen and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Weakly Supervised Disentanglement with Guarantees},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJgSwyBKvr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuCKEP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongE20,
author = {Jiaming Song and
Stefano Ermon},
title = {Understanding the Limitations of Variational Mutual Information Estimators},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=B1x62TNtDS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuZSSE20,
author = {Yilun Xu and
Shengjia Zhao and
Jiaming Song and
Russell Stewart and
Stefano Ermon},
title = {A Theory of Usable Information under Computational Constraints},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=r1eBeyHFDH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuZSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiGSSE20,
author = {Kristy Choi and
Aditya Grover and
Trisha Singh and
Rui Shu and
Stefano Ermon},
title = {Fair Generative Modeling via Weak Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1887--1898},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChoiGSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGSZE20,
author = {Kuno Kim and
Yihong Gu and
Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
title = {Domain Adaptive Imitation Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5286--5295},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimGSZE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuNCPTGEB20,
author = {Rui Shu and
Tung Nguyen and
Yinlam Chow and
Tuan Pham and
Khoat Than and
Mohammad Ghavamzadeh and
Stefano Ermon and
Hung H. Bui},
title = {Predictive Coding for Locally-Linear Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8862--8871},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shu20a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShuNCPTGEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongE20,
author = {Jiaming Song and
Stefano Ermon},
title = {Bridging the Gap Between f-GANs and Wasserstein GANs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9078--9087},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/song20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yu0SE20,
author = {Lantao Yu and
Yang Song and
Jiaming Song and
Stefano Ermon},
title = {Training Deep Energy-Based Models with f-Divergence Minimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10957--10967},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yu20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Yu0SE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoME20,
author = {Shengjia Zhao and
Tengyu Ma and
Stefano Ermon},
title = {Individual Calibration with Randomized Forecasting},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11387--11397},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhao20e.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoME20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AyushUBLE20,
author = {Kumar Ayush and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Christian Bessiere},
title = {Generating Interpretable Poverty Maps using Object Detection in Satellite
Images},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4410--4416},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/608},
doi = {10.24963/IJCAI.2020/608},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AyushUBLE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0011E20,
author = {Yang Song and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Improved Techniques for Training Score-Based Generative Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/92c3b916311a5517d9290576e3ea37ad-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0011E20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuDERR20,
author = {Albert Gu and
Tri Dao and
Stefano Ermon and
Atri Rudra and
Christopher R{\'{e}}},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {HiPPO: Recurrent Memory with Optimal Polynomial Projections},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/102f0bb6efb3a6128a3c750dd16729be-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuDERR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KuckCTLSSE20,
author = {Jonathan Kuck and
Shuvam Chakraborty and
Hao Tang and
Rachel Luo and
Jiaming Song and
Ashish Sabharwal and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Belief Propagation Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/07217414eb3fbe24d4e5b6cafb91ca18-Abstract.html},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KuckCTLSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengY0SE20,
author = {Chenlin Meng and
Lantao Yu and
Yang Song and
Jiaming Song and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Autoregressive Score Matching},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/4a4526b1ec301744aba9526d78fcb2a6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MengY0SE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PangXL0E020,
author = {Tianyu Pang and
Taufik Xu and
Chongxuan Li and
Yang Song and
Stefano Ermon and
Jun Zhu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Efficient Learning of Generative Models via Finite-Difference Score
Matching},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/de6b1cf3fb0a3aa1244d30f7b8c29c41-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PangXL0E020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShihE20,
author = {Andy Shih and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Probabilistic Circuits for Variational Inference in Discrete Graphical
Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/31784d9fc1fa0d25d04eae50ac9bf787-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShihE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongE20,
author = {Jiaming Song and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Multi-label Contrastive Predictive Coding},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5cd5058bca53951ffa7801bcdf421651-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Tashiro0E20,
author = {Yusuke Tashiro and
Yang Song and
Stefano Ermon},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Diversity can be Transferred: Output Diversification for White- and
Black-box Attacks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/30da227c6b5b9e2482b6b221c711edfd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Tashiro0E20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuTYEZLFM20,
author = {Tianhe Yu and
Garrett Thomas and
Lantao Yu and
Stefano Ermon and
James Y. Zou and
Sergey Levine and
Chelsea Finn and
Tengyu Ma},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {{MOPO:} Model-based Offline Policy Optimization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a322852ce0df73e204b7e67cbbef0d0a-Abstract.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuTYEZLFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CundyE20,
author = {Chris Cundy and
Stefano Ermon},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Flexible Approximate Inference via Stratified Normalizing Flows},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1288--1297},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/cundy20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CundyE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SarukkaiJUE20,
author = {Vishnu Sarukkai and
Anirudh Jain and
Burak Uzkent and
Stefano Ermon},
title = {Cloud Removal in Satellite Images Using Spatiotemporal Generative
Networks},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {1785--1794},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093564},
doi = {10.1109/WACV45572.2020.9093564},
timestamp = {Mon, 18 May 2020 20:02:10 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SarukkaiJUE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/UzkentYE20,
author = {Burak Uzkent and
Christopher Yeh and
Stefano Ermon},
title = {Efficient Object Detection in Large Images Using Deep Reinforcement
Learning},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {1813--1822},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093447},
doi = {10.1109/WACV45572.2020.9093447},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/UzkentYE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/NaruiSGE20,
author = {Hirokazu Narui and
Rui Shu and
F{\'{e}}lix F. Gonz{\'{a}}lez{-}Navarro and
Stefano Ermon},
editor = {Arash Shaban{-}Nejad and
Martin Michalowski},
title = {Domain Adaptation for Human Fall Detection Using WiFi Channel State
Information},
booktitle = {Precision Health and Medicine - {A} Digital Revolution in Healthcare},
series = {Studies in Computational Intelligence},
volume = {843},
pages = {177--181},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-24409-5\_17},
doi = {10.1007/978-3-030-24409-5\_17},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/NaruiSGE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01612,
author = {Kumar Ayush and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Generating Interpretable Poverty Maps using Object Detection in Satellite
Images},
journal = {CoRR},
volume = {abs/2002.01612},
year = {2020},
url = {https://arxiv.org/abs/2002.01612},
eprinttype = {arXiv},
eprint = {2002.01612},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03629,
author = {Yang Song and
Chenlin Meng and
Renjie Liao and
Stefano Ermon},
title = {Nonlinear Equation Solving: {A} Faster Alternative to Feedforward
Computation},
journal = {CoRR},
volume = {abs/2002.03629},
year = {2020},
url = {https://arxiv.org/abs/2002.03629},
eprinttype = {arXiv},
eprint = {2002.03629},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10689,
author = {Yilun Xu and
Shengjia Zhao and
Jiaming Song and
Russell Stewart and
Stefano Ermon},
title = {A Theory of Usable Information Under Computational Constraints},
journal = {CoRR},
volume = {abs/2002.10689},
year = {2020},
url = {https://arxiv.org/abs/2002.10689},
eprinttype = {arXiv},
eprint = {2002.10689},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00425,
author = {Burak Uzkent and
Stefano Ermon},
title = {Learning When and Where to Zoom with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2003.00425},
year = {2020},
url = {https://arxiv.org/abs/2003.00425},
eprinttype = {arXiv},
eprint = {2003.00425},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00638,
author = {Chenhao Niu and
Yang Song and
Jiaming Song and
Shengjia Zhao and
Aditya Grover and
Stefano Ermon},
title = {Permutation Invariant Graph Generation via Score-Based Generative
Modeling},
journal = {CoRR},
volume = {abs/2003.00638},
year = {2020},
url = {https://arxiv.org/abs/2003.00638},
eprinttype = {arXiv},
eprint = {2003.00638},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01086,
author = {Rui Shu and
Tung Nguyen and
Yinlam Chow and
Tuan Pham and
Khoat Than and
Mohammad Ghavamzadeh and
Stefano Ermon and
Hung H. Bui},
title = {Predictive Coding for Locally-Linear Control},
journal = {CoRR},
volume = {abs/2003.01086},
year = {2020},
url = {https://arxiv.org/abs/2003.01086},
eprinttype = {arXiv},
eprint = {2003.01086},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01941,
author = {Chenlin Meng and
Yang Song and
Jiaming Song and
Stefano Ermon},
title = {Gaussianization Flows},
journal = {CoRR},
volume = {abs/2003.01941},
year = {2020},
url = {https://arxiv.org/abs/2003.01941},
eprinttype = {arXiv},
eprint = {2003.01941},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03463,
author = {Lantao Yu and
Yang Song and
Jiaming Song and
Stefano Ermon},
title = {Training Deep Energy-Based Models with f-Divergence Minimization},
journal = {CoRR},
volume = {abs/2003.03463},
year = {2020},
url = {https://arxiv.org/abs/2003.03463},
eprinttype = {arXiv},
eprint = {2003.03463},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06878,
author = {Yusuke Tashiro and
Yang Song and
Stefano Ermon},
title = {Output Diversified Initialization for Adversarial Attacks},
journal = {CoRR},
volume = {abs/2003.06878},
year = {2020},
url = {https://arxiv.org/abs/2003.06878},
eprinttype = {arXiv},
eprint = {2003.06878},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05471,
author = {Han Lin Aung and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks},
journal = {CoRR},
volume = {abs/2004.05471},
year = {2020},
url = {https://arxiv.org/abs/2004.05471},
eprinttype = {arXiv},
eprint = {2004.05471},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13239,
author = {Tianhe Yu and
Garrett Thomas and
Lantao Yu and
Stefano Ermon and
James Zou and
Sergey Levine and
Chelsea Finn and
Tengyu Ma},
title = {{MOPO:} Model-based Offline Policy Optimization},
journal = {CoRR},
volume = {abs/2005.13239},
year = {2020},
url = {https://arxiv.org/abs/2005.13239},
eprinttype = {arXiv},
eprint = {2005.13239},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03680,
author = {Sharon Zhou and
Eric Zelikman and
Fred Lu and
Andrew Y. Ng and
Stefano Ermon},
title = {Evaluating the Disentanglement of Deep Generative Models through Manifold
Topology},
journal = {CoRR},
volume = {abs/2006.03680},
year = {2020},
url = {https://arxiv.org/abs/2006.03680},
eprinttype = {arXiv},
eprint = {2006.03680},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04224,
author = {Kumar Ayush and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Efficient Poverty Mapping using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.04224},
year = {2020},
url = {https://arxiv.org/abs/2006.04224},
eprinttype = {arXiv},
eprint = {2006.04224},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08661,
author = {Jihyeon Janel Lee and
Dylan Grosz and
Sicheng Zeng and
Burak Uzkent and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Predicting Livelihood Indicators from Crowdsourced Street Level Images},
journal = {CoRR},
volume = {abs/2006.08661},
year = {2020},
url = {https://arxiv.org/abs/2006.08661},
eprinttype = {arXiv},
eprint = {2006.08661},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09011,
author = {Yang Song and
Stefano Ermon},
title = {Improved Techniques for Training Score-Based Generative Models},
journal = {CoRR},
volume = {abs/2006.09011},
year = {2020},
url = {https://arxiv.org/abs/2006.09011},
eprinttype = {arXiv},
eprint = {2006.09011},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10287,
author = {Shengjia Zhao and
Christopher Yeh and
Stefano Ermon},
title = {A Framework for Sample Efficient Interval Estimation with Control
Variates},
journal = {CoRR},
volume = {abs/2006.10287},
year = {2020},
url = {https://arxiv.org/abs/2006.10287},
eprinttype = {arXiv},
eprint = {2006.10287},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10288,
author = {Shengjia Zhao and
Tengyu Ma and
Stefano Ermon},
title = {Individual Calibration with Randomized Forecasting},
journal = {CoRR},
volume = {abs/2006.10288},
year = {2020},
url = {https://arxiv.org/abs/2006.10288},
eprinttype = {arXiv},
eprint = {2006.10288},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13169,
author = {Samarth Sinha and
Jiaming Song and
Animesh Garg and
Stefano Ermon},
title = {Experience Replay with Likelihood-free Importance Weights},
journal = {CoRR},
volume = {abs/2006.13169},
year = {2020},
url = {https://arxiv.org/abs/2006.13169},
eprinttype = {arXiv},
eprint = {2006.13169},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16405,
author = {Anusri Pampari and
Stefano Ermon},
title = {Unsupervised Calibration under Covariate Shift},
journal = {CoRR},
volume = {abs/2006.16405},
year = {2020},
url = {https://arxiv.org/abs/2006.16405},
eprinttype = {arXiv},
eprint = {2006.16405},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00295,
author = {Jonathan Kuck and
Shuvam Chakraborty and
Hao Tang and
Rachel Luo and
Jiaming Song and
Ashish Sabharwal and
Stefano Ermon},
title = {Belief Propagation Neural Networks},
journal = {CoRR},
volume = {abs/2007.00295},
year = {2020},
url = {https://arxiv.org/abs/2007.00295},
eprinttype = {arXiv},
eprint = {2007.00295},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03317,
author = {Tianyu Pang and
Kun Xu and
Chongxuan Li and
Yang Song and
Stefano Ermon and
Jun Zhu},
title = {Efficient Learning of Generative Models via Finite-Difference Score
Matching},
journal = {CoRR},
volume = {abs/2007.03317},
year = {2020},
url = {https://arxiv.org/abs/2007.03317},
eprinttype = {arXiv},
eprint = {2007.03317},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09852,
author = {Jiaming Song and
Stefano Ermon},
title = {Multi-label Contrastive Predictive Coding},
journal = {CoRR},
volume = {abs/2007.09852},
year = {2020},
url = {https://arxiv.org/abs/2007.09852},
eprinttype = {arXiv},
eprint = {2007.09852},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07669,
author = {Albert Gu and
Tri Dao and
Stefano Ermon and
Atri Rudra and
Christopher R{\'{e}}},
title = {HiPPO: Recurrent Memory with Optimal Polynomial Projections},
journal = {CoRR},
volume = {abs/2008.07669},
year = {2020},
url = {https://arxiv.org/abs/2008.07669},
eprinttype = {arXiv},
eprint = {2008.07669},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09643,
author = {Rachel Luo and
Shengjia Zhao and
Jiaming Song and
Jonathan Kuck and
Stefano Ermon and
Silvio Savarese},
title = {Privacy Preserving Recalibration under Domain Shift},
journal = {CoRR},
volume = {abs/2008.09643},
year = {2020},
url = {https://arxiv.org/abs/2008.09643},
eprinttype = {arXiv},
eprint = {2008.09643},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02364,
author = {La{\"{e}}titia Shao and
Yang Song and
Stefano Ermon},
title = {Understanding Classifier Mistakes with Generative Models},
journal = {CoRR},
volume = {abs/2010.02364},
year = {2020},
url = {https://arxiv.org/abs/2010.02364},
eprinttype = {arXiv},
eprint = {2010.02364},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02502,
author = {Jiaming Song and
Chenlin Meng and
Stefano Ermon},
title = {Denoising Diffusion Implicit Models},
journal = {CoRR},
volume = {abs/2010.02502},
year = {2020},
url = {https://arxiv.org/abs/2010.02502},
eprinttype = {arXiv},
eprint = {2010.02502},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06988,
author = {Marshall Burke and
Anne Driscoll and
David B. Lobell and
Stefano Ermon},
title = {Using satellite imagery to understand and promote sustainable development},
journal = {CoRR},
volume = {abs/2010.06988},
year = {2020},
url = {https://arxiv.org/abs/2010.06988},
eprinttype = {arXiv},
eprint = {2010.06988},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09808,
author = {Kuno Kim and
Akshat Jindal and
Yang Song and
Jiaming Song and
Yanan Sui and
Stefano Ermon},
title = {Imitation with Neural Density Models},
journal = {CoRR},
volume = {abs/2010.09808},
year = {2020},
url = {https://arxiv.org/abs/2010.09808},
eprinttype = {arXiv},
eprint = {2010.09808},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11446,
author = {Andy Shih and
Stefano Ermon},
title = {Probabilistic Circuits for Variational Inference in Discrete Graphical
Models},
journal = {CoRR},
volume = {abs/2010.11446},
year = {2020},
url = {https://arxiv.org/abs/2010.11446},
eprinttype = {arXiv},
eprint = {2010.11446},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12810,
author = {Chenlin Meng and
Lantao Yu and
Yang Song and
Jiaming Song and
Stefano Ermon},
title = {Autoregressive Score Matching},
journal = {CoRR},
volume = {abs/2010.12810},
year = {2020},
url = {https://arxiv.org/abs/2010.12810},
eprinttype = {arXiv},
eprint = {2010.12810},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07476,
author = {Shengjia Zhao and
Stefano Ermon},
title = {Right Decisions from Wrong Predictions: {A} Mechanism Design Alternative
to Individual Calibration},
journal = {CoRR},
volume = {abs/2011.07476},
year = {2020},
url = {https://arxiv.org/abs/2011.07476},
eprinttype = {arXiv},
eprint = {2011.07476},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09980,
author = {Kumar Ayush and
Burak Uzkent and
Chenlin Meng and
Kumar Tanmay and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Geography-Aware Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2011.09980},
year = {2020},
url = {https://arxiv.org/abs/2011.09980},
eprinttype = {arXiv},
eprint = {2011.09980},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10231,
author = {Shuvam Chakraborty and
Burak Uzkent and
Kumar Ayush and
Kumar Tanmay and
Evan Sheehan and
Stefano Ermon},
title = {Efficient Conditional Pre-training for Transfer Learning},
journal = {CoRR},
volume = {abs/2011.10231},
year = {2020},
url = {https://arxiv.org/abs/2011.10231},
eprinttype = {arXiv},
eprint = {2011.10231},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13456,
author = {Yang Song and
Jascha Sohl{-}Dickstein and
Diederik P. Kingma and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Score-Based Generative Modeling through Stochastic Differential Equations},
journal = {CoRR},
volume = {abs/2011.13456},
year = {2020},
url = {https://arxiv.org/abs/2011.13456},
eprinttype = {arXiv},
eprint = {2011.13456},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06731,
author = {Robin M. E. Swezey and
Aditya Grover and
Bruno Charron and
Stefano Ermon},
title = {PiRank: Learning To Rank via Differentiable Sorting},
journal = {CoRR},
volume = {abs/2012.06731},
year = {2020},
url = {https://arxiv.org/abs/2012.06731},
eprinttype = {arXiv},
eprint = {2012.06731},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15019,
author = {Chris Cundy and
Stefano Ermon},
title = {Privacy-Constrained Policies via Mutual Information Regularized Policy
Gradients},
journal = {CoRR},
volume = {abs/2012.15019},
year = {2020},
url = {https://arxiv.org/abs/2012.15019},
eprinttype = {arXiv},
eprint = {2012.15019},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GomesDBCDEFFFFF19,
author = {Carla P. Gomes and
Thomas G. Dietterich and
Christopher Barrett and
Jon Conrad and
Bistra Dilkina and
Stefano Ermon and
Fei Fang and
Andrew Farnsworth and
Alan Fern and
Xiaoli Z. Fern and
Daniel Fink and
Douglas H. Fisher and
Alexander Flecker and
Daniel Freund and
Angela Fuller and
John M. Gregoire and
John E. Hopcroft and
Steve Kelling and
J. Zico Kolter and
Warren B. Powell and
Nicole D. Sintov and
John S. Selker and
Bart Selman and
Daniel Sheldon and
David B. Shmoys and
Milind Tambe and
Weng{-}Keen Wong and
Christopher Wood and
Xiaojian Wu and
Yexiang Xue and
Amulya Yadav and
Abdul{-}Aziz Yakubu and
Mary Lou Zeeman},
title = {Computational sustainability: computing for a better world and a sustainable
future},
journal = {Commun. {ACM}},
volume = {62},
number = {9},
pages = {56--65},
year = {2019},
url = {https://doi.org/10.1145/3339399},
doi = {10.1145/3339399},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GomesDBCDEFFFFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JeanWSALE19,
author = {Neal Jean and
Sherrie Wang and
Anshul Samar and
George Azzari and
David B. Lobell and
Stefano Ermon},
title = {Tile2Vec: Unsupervised Representation Learning for Spatially Distributed
Data},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3967--3974},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013967},
doi = {10.1609/AAAI.V33I01.33013967},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JeanWSALE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoSE19,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
title = {InfoVAE: Balancing Learning and Inference in Variational Autoencoders},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5885--5892},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015885},
doi = {10.1609/AAAI.V33I01.33015885},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/HuPRNATBLE19,
author = {Wenjie Hu and
Jay Harshadbhai Patel and
Zoe{-}Alanah Robert and
Paul Novosad and
Samuel Asher and
Zhongyi Tang and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Mapping Missing Population in Rural India: {A} Deep Learning Approach
with Satellite Imagery},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {353--359},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314263},
doi = {10.1145/3306618.3314263},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/HuPRNATBLE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShuBWE19,
author = {Rui Shu and
Hung H. Bui and
Jay Whang and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Training Variational Autoencoders with Buffered Stochastic Variational
Inference},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2134--2143},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/shu19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShuBWE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SongKGZE19,
author = {Jiaming Song and
Pratyusha Kalluri and
Aditya Grover and
Shengjia Zhao and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Learning Controllable Fair Representations},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2164--2173},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/song19a.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SongKGZE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GroverE19,
author = {Aditya Grover and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Uncertainty Autoencoders: Learning Compressed Representations via
Variational Information Maximization},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2514--2524},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/grover19a.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GroverE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuGE19,
author = {Mike Wu and
Noah D. Goodman and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Differentiable Antithetic Sampling for Variance Reduction in Stochastic
Variational Inference},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2877--2886},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/wu19c.html},
timestamp = {Fri, 28 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WuGE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RustowiczCWEBL19,
author = {Rose M. Rustowicz and
Robin Cheong and
Lijing Wang and
Stefano Ermon and
Marshall Burke and
David B. Lobell},
title = {Semantic Segmentation of Crop Type in Africa: {A} Novel Dataset and
Analysis of Deep Learning Methods},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {75--82},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/cv4gc/Rustowicz\_Semantic\_Segmentation\_of\_Crop\_Type\_in\_Africa\_A\_Novel\_Dataset\_CVPRW\_2019\_paper.html},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RustowiczCWEBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GroverCSCE19,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Learning from multiple domains via normalizing flows},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1lNELLKuN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GroverCSCE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GroverSKTAHE19,
author = {Aditya Grover and
Jiaming Song and
Ashish Kapoor and
Kenneth Tran and
Alekh Agarwal and
Eric Horvitz and
Stefano Ermon},
title = {Bias Correction of Learned Generative Models via Likelihood-free Importance
Weighting},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SJe0ELLKuE},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GroverSKTAHE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GroverWZE19,
author = {Aditya Grover and
Eric Wang and
Aaron Zweig and
Stefano Ermon},
title = {Stochastic Optimization of Sorting Networks via Continuous Relaxations},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=H1eSS3CcKX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GroverWZE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HsiehZEME19,
author = {Jun{-}Ting Hsieh and
Shengjia Zhao and
Stephan Eismann and
Lucia Mirabella and
Stefano Ermon},
title = {Learning Neural {PDE} Solvers with Convergence Guarantees},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rklaWn0qK7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HsiehZEME19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiTGWE19,
author = {Kristy Choi and
Kedar Tatwawadi and
Aditya Grover and
Tsachy Weissman and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Neural Joint Source-Channel Coding},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1182--1192},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/choi19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoiTGWE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GroverZE19,
author = {Aditya Grover and
Aaron Zweig and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Graphite: Iterative Generative Modeling of Graphs},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2434--2444},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/grover19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GroverZE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalikKSNSE19,
author = {Ali Malik and
Volodymyr Kuleshov and
Jiaming Song and
Danny Nemer and
Harlan Seymour and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Calibrated Model-Based Deep Reinforcement Learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4314--4323},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/malik19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalikKSNSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenZE19,
author = {Hongyu Ren and
Shengjia Zhao and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Adaptive Antithetic Sampling for Variance Reduction},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5420--5428},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ren19b.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RenZE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuSE19,
author = {Lantao Yu and
Jiaming Song and
Stefano Ermon},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Multi-Agent Adversarial Inverse Reinforcement Learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7194--7201},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yu19e.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/UzkentSMTBLE19,
author = {Burak Uzkent and
Evan Sheehan and
Chenlin Meng and
Zhongyi Tang and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Sarit Kraus},
title = {Learning to Interpret Satellite Images using Wikipedia},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3620--3626},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/502},
doi = {10.24963/IJCAI.2019/502},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/UzkentSMTBLE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieE19,
author = {Sang Michael Xie and
Stefano Ermon},
editor = {Sarit Kraus},
title = {Reparameterizable Subset Sampling via Continuous Relaxations},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3919--3925},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/544},
doi = {10.24963/IJCAI.2019/544},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XieE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SheehanMTUJBLE19,
author = {Evan Sheehan and
Chenlin Meng and
Matthew Tan and
Burak Uzkent and
Neal Jean and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Predicting Economic Development using Geolocated Wikipedia Articles},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2698--2706},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330784},
doi = {10.1145/3292500.3330784},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SheehanMTUJBLE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KuckDRSE19,
author = {Jonathan Kuck and
Tri Dao and
Hamid Rezatofighi and
Ashish Sabharwal and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Approximating the Permanent by Sampling from Adaptive Partitions},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8858--8869},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d914a6c6d93c8df063b9099a076a488c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KuckDRSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BirnbaumKEKE19,
author = {Sawyer Birnbaum and
Volodymyr Kuleshov and
S. Zayd Enam and
Pang Wei Koh and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise
Modulations},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10287--10298},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2afc4dfb14e55c6face649a1d0c1025b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BirnbaumKEKE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongME19,
author = {Yang Song and
Chenlin Meng and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {MintNet: Building Invertible Neural Networks with Masked Convolutions},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11002--11012},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/70a32110fff0f26d301e58ebbca9cb9f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongME19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GroverSKTAHE19,
author = {Aditya Grover and
Jiaming Song and
Ashish Kapoor and
Kenneth Tran and
Alekh Agarwal and
Eric Horvitz and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Bias Correction of Learned Generative Models using Likelihood-Free
Importance Weighting},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11056--11068},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d76d8deea9c19cc9aaf2237d2bf2f785-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GroverSKTAHE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuYFE19,
author = {Lantao Yu and
Tianhe Yu and
Chelsea Finn and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Meta-Inverse Reinforcement Learning with Probabilistic Context Variables},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11749--11760},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/30de24287a6d8f07b37c716ad51623a7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuYFE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongE19,
author = {Yang Song and
Stefano Ermon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Generative Modeling by Estimating Gradients of the Data Distribution},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11895--11907},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3001ef257407d5a371a96dcd947c7d93-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuckDZBSE19,
author = {Jonathan Kuck and
Tri Dao and
Shenjia Zhao and
Burak Bartan and
Ashish Sabharwal and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Adaptive Hashing for Model Counting},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {271--280},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kuck20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuckDZBSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongGSE19,
author = {Yang Song and
Sahaj Garg and
Jiaxin Shi and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Sliced Score Matching: {A} Scalable Approach to Density and Score
Estimation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {574--584},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/song20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SongGSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07666,
author = {Chi{-}Sing Ho and
Neal Jean and
Catherine A. Hogan and
Lena Blackmon and
Stefanie S. Jeffrey and
Mark Holodniy and
Niaz Banaei and
Amr A. E. Saleh and
Stefano Ermon and
Jennifer A. Dionne},
title = {Rapid identification of pathogenic bacteria using Raman spectroscopy
and deep learning},
journal = {CoRR},
volume = {abs/1901.07666},
year = {2019},
url = {http://arxiv.org/abs/1901.07666},
eprinttype = {arXiv},
eprint = {1901.07666},
timestamp = {Mon, 14 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10517,
author = {Sang Michael Xie and
Stefano Ermon},
title = {Differentiable Subset Sampling},
journal = {CoRR},
volume = {abs/1901.10517},
year = {2019},
url = {http://arxiv.org/abs/1901.10517},
eprinttype = {arXiv},
eprint = {1901.10517},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01950,
author = {Kristy Choi and
Mike Wu and
Noah D. Goodman and
Stefano Ermon},
title = {Meta-Amortized Variational Inference and Learning},
journal = {CoRR},
volume = {abs/1902.01950},
year = {2019},
url = {http://arxiv.org/abs/1902.01950},
eprinttype = {arXiv},
eprint = {1902.01950},
timestamp = {Fri, 28 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10294,
author = {Rui Shu and
Hung H. Bui and
Jay Whang and
Stefano Ermon},
title = {Training Variational Autoencoders with Buffered Stochastic Variational
Inference},
journal = {CoRR},
volume = {abs/1902.10294},
year = {2019},
url = {http://arxiv.org/abs/1902.10294},
eprinttype = {arXiv},
eprint = {1902.10294},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11110,
author = {Anthony Perez and
Swetava Ganguli and
Stefano Ermon and
George Azzari and
Marshall Burke and
David B. Lobell},
title = {Semi-Supervised Multitask Learning on Multispectral Satellite Images
Using Wasserstein Generative Adversarial Networks (GANs) for Predicting
Poverty},
journal = {CoRR},
volume = {abs/1902.11110},
year = {2019},
url = {http://arxiv.org/abs/1902.11110},
eprinttype = {arXiv},
eprint = {1902.11110},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-11110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08850,
author = {Aditya Grover and
Eric Wang and
Aaron Zweig and
Stefano Ermon},
title = {Stochastic Optimization of Sorting Networks via Continuous Relaxations},
journal = {CoRR},
volume = {abs/1903.08850},
year = {2019},
url = {http://arxiv.org/abs/1903.08850},
eprinttype = {arXiv},
eprint = {1903.08850},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-08850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09415,
author = {Xiao Chen and
Thomas Navidi and
Stefano Ermon and
Ram Rajagopal},
title = {Distributed generation of privacy preserving data with user customization},
journal = {CoRR},
volume = {abs/1904.09415},
year = {2019},
url = {http://arxiv.org/abs/1904.09415},
eprinttype = {arXiv},
eprint = {1904.09415},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01627,
author = {Evan Sheehan and
Chenlin Meng and
Matthew Tan and
Burak Uzkent and
Neal Jean and
David B. Lobell and
Marshall Burke and
Stefano Ermon},
title = {Predicting Economic Development using Geolocated Wikipedia Articles},
journal = {CoRR},
volume = {abs/1905.01627},
year = {2019},
url = {http://arxiv.org/abs/1905.01627},
eprinttype = {arXiv},
eprint = {1905.01627},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02196,
author = {Wenjie Hu and
Jay Harshadbhai Patel and
Zoe{-}Alanah Robert and
Paul Novosad and
Samuel Asher and
Zhongyi Tang and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Mapping Missing Population in Rural India: {A} Deep Learning Approach
with Satellite Imagery},
journal = {CoRR},
volume = {abs/1905.02196},
year = {2019},
url = {http://arxiv.org/abs/1905.02196},
eprinttype = {arXiv},
eprint = {1905.02196},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02506,
author = {Burak Uzkent and
Evan Sheehan and
Chenlin Meng and
Zhongyi Tang and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Learning to Interpret Satellite Images in Global Scale Using Wikipedia},
journal = {CoRR},
volume = {abs/1905.02506},
year = {2019},
url = {http://arxiv.org/abs/1905.02506},
eprinttype = {arXiv},
eprint = {1905.02506},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07088,
author = {Yang Song and
Sahaj Garg and
Jiaxin Shi and
Stefano Ermon},
title = {Sliced Score Matching: {A} Scalable Approach to Density and Score
Estimation},
journal = {CoRR},
volume = {abs/1905.07088},
year = {2019},
url = {http://arxiv.org/abs/1905.07088},
eprinttype = {arXiv},
eprint = {1905.07088},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12892,
author = {Aditya Grover and
Christopher Chute and
Rui Shu and
Zhangjie Cao and
Stefano Ermon},
title = {AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing
Flows},
journal = {CoRR},
volume = {abs/1905.12892},
year = {2019},
url = {http://arxiv.org/abs/1905.12892},
eprinttype = {arXiv},
eprint = {1905.12892},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01200,
author = {Jun{-}Ting Hsieh and
Shengjia Zhao and
Stephan Eismann and
Lucia Mirabella and
Stefano Ermon},
title = {Learning Neural {PDE} Solvers with Convergence Guarantees},
journal = {CoRR},
volume = {abs/1906.01200},
year = {2019},
url = {http://arxiv.org/abs/1906.01200},
eprinttype = {arXiv},
eprint = {1906.01200},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08312,
author = {Ali Malik and
Volodymyr Kuleshov and
Jiaming Song and
Danny Nemer and
Harlan Seymour and
Stefano Ermon},
title = {Calibrated Model-Based Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1906.08312},
year = {2019},
url = {http://arxiv.org/abs/1906.08312},
eprinttype = {arXiv},
eprint = {1906.08312},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09531,
author = {Aditya Grover and
Jiaming Song and
Alekh Agarwal and
Kenneth Tran and
Ashish Kapoor and
Eric Horvitz and
Stefano Ermon},
title = {Bias Correction of Learned Generative Models using Likelihood-Free
Importance Weighting},
journal = {CoRR},
volume = {abs/1906.09531},
year = {2019},
url = {http://arxiv.org/abs/1906.09531},
eprinttype = {arXiv},
eprint = {1906.09531},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05600,
author = {Yang Song and
Stefano Ermon},
title = {Generative Modeling by Estimating Gradients of the Data Distribution},
journal = {CoRR},
volume = {abs/1907.05600},
year = {2019},
url = {http://arxiv.org/abs/1907.05600},
eprinttype = {arXiv},
eprint = {1907.05600},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07945,
author = {Yang Song and
Chenlin Meng and
Stefano Ermon},
title = {MintNet: Building Invertible Neural Networks with Masked Convolutions},
journal = {CoRR},
volume = {abs/1907.07945},
year = {2019},
url = {http://arxiv.org/abs/1907.07945},
eprinttype = {arXiv},
eprint = {1907.07945},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13220,
author = {Lantao Yu and
Jiaming Song and
Stefano Ermon},
title = {Multi-Agent Adversarial Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.13220},
year = {2019},
url = {http://arxiv.org/abs/1907.13220},
eprinttype = {arXiv},
eprint = {1907.13220},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06628,
author = {Sawyer Birnbaum and
Volodymyr Kuleshov and
S. Zayd Enam and
Pang Wei Koh and
Stefano Ermon},
title = {Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise
Modulations},
journal = {CoRR},
volume = {abs/1909.06628},
year = {2019},
url = {http://arxiv.org/abs/1909.06628},
eprinttype = {arXiv},
eprint = {1909.06628},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09314,
author = {Lantao Yu and
Tianhe Yu and
Chelsea Finn and
Stefano Ermon},
title = {Meta-Inverse Reinforcement Learning with Probabilistic Context Variables},
journal = {CoRR},
volume = {abs/1909.09314},
year = {2019},
url = {http://arxiv.org/abs/1909.09314},
eprinttype = {arXiv},
eprint = {1909.09314},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00105,
author = {Kuno Kim and
Yihong Gu and
Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
title = {Cross Domain Imitation Learning},
journal = {CoRR},
volume = {abs/1910.00105},
year = {2019},
url = {http://arxiv.org/abs/1910.00105},
eprinttype = {arXiv},
eprint = {1910.00105},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06222,
author = {Jiaming Song and
Stefano Ermon},
title = {Understanding the Limitations of Variational Mutual Information Estimators},
journal = {CoRR},
volume = {abs/1910.06222},
year = {2019},
url = {http://arxiv.org/abs/1910.06222},
eprinttype = {arXiv},
eprint = {1910.06222},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09115,
author = {Jiaming Song and
Yang Song and
Stefano Ermon},
title = {Unsupervised Out-of-Distribution Detection with Batch Normalization},
journal = {CoRR},
volume = {abs/1910.09115},
year = {2019},
url = {http://arxiv.org/abs/1910.09115},
eprinttype = {arXiv},
eprint = {1910.09115},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09772,
author = {Rui Shu and
Yining Chen and
Abhishek Kumar and
Stefano Ermon and
Ben Poole},
title = {Weakly Supervised Disentanglement with Guarantees},
journal = {CoRR},
volume = {abs/1910.09772},
year = {2019},
url = {http://arxiv.org/abs/1910.09772},
eprinttype = {arXiv},
eprint = {1910.09772},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09779,
author = {Jiaming Song and
Stefano Ermon},
title = {Bridging the Gap Between {\textdollar}f{\textdollar}-GANs and Wasserstein
GANs},
journal = {CoRR},
volume = {abs/1910.09779},
year = {2019},
url = {http://arxiv.org/abs/1910.09779},
eprinttype = {arXiv},
eprint = {1910.09779},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12008,
author = {Aditya Grover and
Kristy Choi and
Rui Shu and
Stefano Ermon},
title = {Fair Generative Modeling via Weak Supervision},
journal = {CoRR},
volume = {abs/1910.12008},
year = {2019},
url = {http://arxiv.org/abs/1910.12008},
eprinttype = {arXiv},
eprint = {1910.12008},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11856,
author = {Jonathan Kuck and
Tri Dao and
Hamid Rezatofighi and
Ashish Sabharwal and
Stefano Ermon},
title = {Approximating the Permanent by Sampling from Adaptive Partitions},
journal = {CoRR},
volume = {abs/1911.11856},
year = {2019},
url = {http://arxiv.org/abs/1911.11856},
eprinttype = {arXiv},
eprint = {1911.11856},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03966,
author = {Burak Uzkent and
Christopher Yeh and
Stefano Ermon},
title = {Efficient Object Detection in Large Images using Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1912.03966},
year = {2019},
url = {http://arxiv.org/abs/1912.03966},
eprinttype = {arXiv},
eprint = {1912.03966},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06838,
author = {Vishnu Sarukkai and
Anirudh Jain and
Burak Uzkent and
Stefano Ermon},
title = {Cloud Removal in Satellite Images Using Spatiotemporal Generative
Networks},
journal = {CoRR},
volume = {abs/1912.06838},
year = {2019},
url = {http://arxiv.org/abs/1912.06838},
eprinttype = {arXiv},
eprint = {1912.06838},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12121,
author = {Y. Alex Kolchinski and
Sharon Zhou and
Shengjia Zhao and
Mitchell L. Gordon and
Stefano Ermon},
title = {Approximating Human Judgment of Generated Image Quality},
journal = {CoRR},
volume = {abs/1912.12121},
year = {2019},
url = {http://arxiv.org/abs/1912.12121},
eprinttype = {arXiv},
eprint = {1912.12121},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/RenSSKE18,
author = {Hongyu Ren and
Russell Stewart and
Jiaming Song and
Volodymyr Kuleshov and
Stefano Ermon},
title = {Learning with Weak Supervision from Physics and Data-Driven Constraints},
journal = {{AI} Mag.},
volume = {39},
number = {1},
pages = {27--38},
year = {2018},
url = {https://doi.org/10.1609/aimag.v39i1.2776},
doi = {10.1609/AIMAG.V39I1.2776},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/RenSSKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GroverDE18,
author = {Aditya Grover and
Manik Dhar and
Stefano Ermon},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in
Generative Models},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3069--3076},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11829},
doi = {10.1609/AAAI.V32I1.11829},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GroverDE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GroverE18,
author = {Aditya Grover and
Stefano Ermon},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Boosted Generative Models},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3077--3084},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11827},
doi = {10.1609/AAAI.V32I1.11827},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GroverE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LevyE18,
author = {Daniel Levy and
Stefano Ermon},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deterministic Policy Optimization by Combining Pathwise and Score
Function Estimators for Discrete Action Spaces},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3474--3481},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11822},
doi = {10.1609/AAAI.V32I1.11822},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LevyE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KuckSE18,
author = {Jonathan Kuck and
Ashish Sabharwal and
Stefano Ermon},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Approximate Inference via Weighted Rademacher Complexity},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {6376--6383},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.12127},
doi = {10.1609/AAAI.V32I1.12127},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KuckSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GroverGLSE18,
author = {Aditya Grover and
Ramki Gummadi and
Miguel L{\'{a}}zaro{-}Gredilla and
Dale Schuurmans and
Stefano Ermon},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Variational Rejection Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {823--832},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/grover18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GroverGLSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GroverMAJPCCYHC18,
author = {Aditya Grover and
Todor M. Markov and
Peter M. Attia and
Norman Jin and
Nicolas Perkins and
Bryan Cheong and
Michael H. Chen and
Zi Yang and
Stephen J. Harris and
William C. Chueh and
Stefano Ermon},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Best arm identification in multi-armed bandits with delayed feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {833--842},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/grover18b.html},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GroverMAJPCCYHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FanHGEGH18,
author = {Lijie Fan and
Wen{-}bing Huang and
Chuang Gan and
Stefano Ermon and
Boqing Gong and
Junzhou Huang},
title = {End-to-End Learning of Motion Representation for Video Understanding},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {6016--6025},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Fan\_End-to-End\_Learning\_of\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00630},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FanHGEGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/WangTDLE18,
author = {Anna X. Wang and
Caelin Tran and
Nikhil Desai and
David B. Lobell and
Stefano Ermon},
editor = {Ellen W. Zegura},
title = {Deep Transfer Learning for Crop Yield Prediction with Remote Sensing
Data},
booktitle = {Proceedings of the 1st {ACM} {SIGCAS} Conference on Computing and
Sustainable Societies, {COMPASS} 2018, Menlo Park and San Jose, CA,
USA, June 20-22, 2018},
pages = {50:1--50:5},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209811.3212707},
doi = {10.1145/3209811.3212707},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dev/WangTDLE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuBNE18,
author = {Rui Shu and
Hung H. Bui and
Hirokazu Narui and
Stefano Ermon},
title = {A {DIRT-T} Approach to Unsupervised Domain Adaptation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1q-TM-AW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuBNE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongKNEK18,
author = {Yang Song and
Taesup Kim and
Sebastian Nowozin and
Stefano Ermon and
Nate Kushman},
title = {PixelDefend: Leveraging Generative Models to Understand and Defend
against Adversarial Examples},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rJUYGxbCW},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongKNEK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongRSE18,
author = {Jiaming Song and
Hongyu Ren and
Dorsa Sadigh and
Stefano Ermon},
title = {Multi-Agent Generative Adversarial Imitation Learning},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rJNJIU1vf},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongRSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DharGE18,
author = {Manik Dhar and
Aditya Grover and
Stefano Ermon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Modeling Sparse Deviations for Compressed Sensing using Generative
Models},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1222--1231},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/dhar18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/DharGE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KuleshovFE18,
author = {Volodymyr Kuleshov and
Nathan Fenner and
Stefano Ermon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Accurate Uncertainties for Deep Learning Using Calibrated Regression},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2801--2809},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/kuleshov18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KuleshovFE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongSE18,
author = {Yang Song and
Jiaming Song and
Stefano Ermon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Accelerating Natural Gradient with Higher-Order Invariance},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4720--4729},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/song18a.html},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RenSSKE18,
author = {Hongyu Ren and
Russell Stewart and
Jiaming Song and
Volodymyr Kuleshov and
Stefano Ermon},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Adversarial Constraint Learning for Structured Prediction},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2637--2643},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/366},
doi = {10.24963/IJCAI.2018/366},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RenSSKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OshriHACDWBLE18,
author = {Barak Oshri and
Annie Hu and
Peter Adelson and
Xiao Chen and
Pascaline Dupas and
Jeremy Weinstein and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Yike Guo and
Faisal Farooq},
title = {Infrastructure Quality Assessment in Africa using Satellite Imagery
and Deep Learning},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {616--625},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219924},
doi = {10.1145/3219819.3219924},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OshriHACDWBLE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuBZKE18,
author = {Rui Shu and
Hung H. Bui and
Shengjia Zhao and
Mykel J. Kochenderfer and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Amortized Inference Regularization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4398--4407},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/1819932ff5cf474f4f19e7c7024640c2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShuBZKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JeanXE18,
author = {Neal Jean and
Sang Michael Xie and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data
by Minimizing Predictive Variance},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5327--5338},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/9d28de8ff9bb6a3fa41fddfdc28f3bc1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JeanXE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongRSE18,
author = {Jiaming Song and
Hongyu Ren and
Dorsa Sadigh and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Multi-Agent Generative Adversarial Imitation Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7472--7483},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/240c945bb72980130446fc2b40fbb8e0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongRSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongSKE18,
author = {Yang Song and
Rui Shu and
Nate Kushman and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Constructing Unrestricted Adversarial Examples with Generative Models},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8322--8333},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8cea559c47e4fbdb73b23e0223d04e79-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongSKE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GroverAE18,
author = {Aditya Grover and
Tudor Achim and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Streamlining Variational Inference for Constraint Satisfaction Problems},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {10579--10589},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/02ed812220b0705fabb868ddbf17ea20-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GroverAE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoRYSGE18,
author = {Shengjia Zhao and
Hongyu Ren and
Arianna Yuan and
Jiaming Song and
Noah D. Goodman and
Stefano Ermon},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Bias and Generalization in Deep Generative Models: An Empirical Study},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {10815--10824},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/5317b6799188715d5e00a638a4278901-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoRYSGE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoSE18,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Lagrangian Perspective on Latent Variable Generative Models},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {1031--1041},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/361.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhaoSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/EismannLSBE18,
author = {Stephan Eismann and
Daniel Levy and
Rui Shu and
Stefan Bartzsch and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Bayesian optimization and attribute adjustment},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {1042--1052},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/362.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/EismannLSBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09028,
author = {Jonathan Kuck and
Ashish Sabharwal and
Stefano Ermon},
title = {Approximate Inference via Weighted Rademacher Complexity},
journal = {CoRR},
volume = {abs/1801.09028},
year = {2018},
url = {http://arxiv.org/abs/1801.09028},
eprinttype = {arXiv},
eprint = {1801.09028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08735,
author = {Rui Shu and
Hung H. Bui and
Hirokazu Narui and
Stefano Ermon},
title = {A {DIRT-T} Approach to Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/1802.08735},
year = {2018},
url = {http://arxiv.org/abs/1802.08735},
eprinttype = {arXiv},
eprint = {1802.08735},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01273,
author = {Yang Song and
Stefano Ermon},
title = {Accelerating Natural Gradient with Higher-Order Invariance},
journal = {CoRR},
volume = {abs/1803.01273},
year = {2018},
url = {http://arxiv.org/abs/1803.01273},
eprinttype = {arXiv},
eprint = {1803.01273},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10459,
author = {Aditya Grover and
Aaron Zweig and
Stefano Ermon},
title = {Graphite: Iterative Generative Modeling of Graphs},
journal = {CoRR},
volume = {abs/1803.10459},
year = {2018},
url = {http://arxiv.org/abs/1803.10459},
eprinttype = {arXiv},
eprint = {1803.10459},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10937,
author = {Aditya Grover and
Todor M. Markov and
Peter M. Attia and
Norman Jin and
Nicholas Perkins and
Bryan Cheong and
Michael H. Chen and
Zi Yang and
Stephen J. Harris and
William C. Chueh and
Stefano Ermon},
title = {Best arm identification in multi-armed bandits with delayed feedback},
journal = {CoRR},
volume = {abs/1803.10937},
year = {2018},
url = {http://arxiv.org/abs/1803.10937},
eprinttype = {arXiv},
eprint = {1803.10937},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00413,
author = {Lijie Fan and
Wen{-}bing Huang and
Chuang Gan and
Stefano Ermon and
Boqing Gong and
Junzhou Huang},
title = {End-to-End Learning of Motion Representation for Video Understanding},
journal = {CoRR},
volume = {abs/1804.00413},
year = {2018},
url = {http://arxiv.org/abs/1804.00413},
eprinttype = {arXiv},
eprint = {1804.00413},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01712,
author = {Aditya Grover and
Ramki Gummadi and
Miguel L{\'{a}}zaro{-}Gredilla and
Dale Schuurmans and
Stefano Ermon},
title = {Variational Rejection Sampling},
journal = {CoRR},
volume = {abs/1804.01712},
year = {2018},
url = {http://arxiv.org/abs/1804.01712},
eprinttype = {arXiv},
eprint = {1804.01712},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02855,
author = {Neal Jean and
Sherrie Wang and
Anshul Samar and
George Azzari and
David B. Lobell and
Stefano Ermon},
title = {Tile2Vec: Unsupervised representation learning for spatially distributed
data},
journal = {CoRR},
volume = {abs/1805.02855},
year = {2018},
url = {http://arxiv.org/abs/1805.02855},
eprinttype = {arXiv},
eprint = {1805.02855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07894,
author = {Yang Song and
Rui Shu and
Nate Kushman and
Stefano Ermon},
title = {Generative Adversarial Examples},
journal = {CoRR},
volume = {abs/1805.07894},
year = {2018},
url = {http://arxiv.org/abs/1805.07894},
eprinttype = {arXiv},
eprint = {1805.07894},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08913,
author = {Rui Shu and
Hung H. Bui and
Shengjia Zhao and
Mykel J. Kochenderfer and
Stefano Ermon},
title = {Amortized Inference Regularization},
journal = {CoRR},
volume = {abs/1805.08913},
year = {2018},
url = {http://arxiv.org/abs/1805.08913},
eprinttype = {arXiv},
eprint = {1805.08913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10407,
author = {Neal Jean and
Sang Michael Xie and
Stefano Ermon},
title = {Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data
by Minimizing Predictive Variance},
journal = {CoRR},
volume = {abs/1805.10407},
year = {2018},
url = {http://arxiv.org/abs/1805.10407},
eprinttype = {arXiv},
eprint = {1805.10407},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10561,
author = {Hongyu Ren and
Russell Stewart and
Jiaming Song and
Volodymyr Kuleshov and
Stefano Ermon},
title = {Adversarial Constraint Learning for Structured Prediction},
journal = {CoRR},
volume = {abs/1805.10561},
year = {2018},
url = {http://arxiv.org/abs/1805.10561},
eprinttype = {arXiv},
eprint = {1805.10561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00894,
author = {Barak Oshri and
Annie Hu and
Peter Adelson and
Xiao Chen and
Pascaline Dupas and
Jeremy Weinstein and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Infrastructure Quality Assessment in Africa using Satellite Imagery
and Deep Learning},
journal = {CoRR},
volume = {abs/1806.00894},
year = {2018},
url = {http://arxiv.org/abs/1806.00894},
eprinttype = {arXiv},
eprint = {1806.00894},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06514,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
title = {The Information Autoencoding Family: {A} Lagrangian Perspective on
Latent Variable Generative Models},
journal = {CoRR},
volume = {abs/1806.06514},
year = {2018},
url = {http://arxiv.org/abs/1806.06514},
eprinttype = {arXiv},
eprint = {1806.06514},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00263,
author = {Volodymyr Kuleshov and
Nathan Fenner and
Stefano Ermon},
title = {Accurate Uncertainties for Deep Learning Using Calibrated Regression},
journal = {CoRR},
volume = {abs/1807.00263},
year = {2018},
url = {http://arxiv.org/abs/1807.00263},
eprinttype = {arXiv},
eprint = {1807.00263},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01442,
author = {Manik Dhar and
Aditya Grover and
Stefano Ermon},
title = {Modeling Sparse Deviations for Compressed Sensing using Generative
Models},
journal = {CoRR},
volume = {abs/1807.01442},
year = {2018},
url = {http://arxiv.org/abs/1807.01442},
eprinttype = {arXiv},
eprint = {1807.01442},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09295,
author = {Rishi Sharma and
Shane T. Barratt and
Stefano Ermon and
Vijay S. Pande},
title = {Improved Training with Curriculum GANs},
journal = {CoRR},
volume = {abs/1807.09295},
year = {2018},
url = {http://arxiv.org/abs/1807.09295},
eprinttype = {arXiv},
eprint = {1807.09295},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09936,
author = {Jiaming Song and
Hongyu Ren and
Dorsa Sadigh and
Stefano Ermon},
title = {Multi-Agent Generative Adversarial Imitation Learning},
journal = {CoRR},
volume = {abs/1807.09936},
year = {2018},
url = {http://arxiv.org/abs/1807.09936},
eprinttype = {arXiv},
eprint = {1807.09936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10236,
author = {Evan Sheehan and
Burak Uzkent and
Chenlin Meng and
Zhongyi Tang and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Learning to Interpret Satellite Images Using Wikipedia},
journal = {CoRR},
volume = {abs/1809.10236},
year = {2018},
url = {http://arxiv.org/abs/1809.10236},
eprinttype = {arXiv},
eprint = {1809.10236},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02555,
author = {Mike Wu and
Noah D. Goodman and
Stefano Ermon},
title = {Differentiable Antithetic Sampling for Variance Reduction in Stochastic
Variational Inference},
journal = {CoRR},
volume = {abs/1810.02555},
year = {2018},
url = {http://arxiv.org/abs/1810.02555},
eprinttype = {arXiv},
eprint = {1810.02555},
timestamp = {Fri, 28 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03259,
author = {Shengjia Zhao and
Hongyu Ren and
Arianna Yuan and
Jiaming Song and
Noah D. Goodman and
Stefano Ermon},
title = {Bias and Generalization in Deep Generative Models: An Empirical Study},
journal = {CoRR},
volume = {abs/1811.03259},
year = {2018},
url = {http://arxiv.org/abs/1811.03259},
eprinttype = {arXiv},
eprint = {1811.03259},
timestamp = {Fri, 28 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07557,
author = {Kristy Choi and
Kedar Tatwawadi and
Tsachy Weissman and
Stefano Ermon},
title = {{NECST:} Neural Joint Source-Channel Coding},
journal = {CoRR},
volume = {abs/1811.07557},
year = {2018},
url = {http://arxiv.org/abs/1811.07557},
eprinttype = {arXiv},
eprint = {1811.07557},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09813,
author = {Aditya Grover and
Tudor Achim and
Stefano Ermon},
title = {Streamlining Variational Inference for Constraint Satisfaction Problems},
journal = {CoRR},
volume = {abs/1811.09813},
year = {2018},
url = {http://arxiv.org/abs/1811.09813},
eprinttype = {arXiv},
eprint = {1811.09813},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04218,
author = {Jiaming Song and
Pratyusha Kalluri and
Aditya Grover and
Shengjia Zhao and
Stefano Ermon},
title = {Learning Controllable Fair Representations},
journal = {CoRR},
volume = {abs/1812.04218},
year = {2018},
url = {http://arxiv.org/abs/1812.04218},
eprinttype = {arXiv},
eprint = {1812.04218},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10539,
author = {Aditya Grover and
Stefano Ermon},
title = {Uncertainty Autoencoders: Learning Compressed Representations via
Variational Information Maximization},
journal = {CoRR},
volume = {abs/1812.10539},
year = {2018},
url = {http://arxiv.org/abs/1812.10539},
eprinttype = {arXiv},
eprint = {1812.10539},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/YousefiNDEV17,
author = {Siamak Yousefi and
Hirokazu Narui and
Sankalp Dayal and
Stefano Ermon and
Shahrokh Valaee},
title = {A Survey on Behavior Recognition Using WiFi Channel State Information},
journal = {{IEEE} Commun. Mag.},
volume = {55},
number = {10},
pages = {98--104},
year = {2017},
url = {https://doi.org/10.1109/MCOM.2017.1700082},
doi = {10.1109/MCOM.2017.1700082},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/YousefiNDEV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KuleshovE17,
author = {Volodymyr Kuleshov and
Stefano Ermon},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Estimating Uncertainty Online Against an Adversary},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2110--2116},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10949},
doi = {10.1609/AAAI.V31I1.10949},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KuleshovE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/StewartE17,
author = {Russell Stewart and
Stefano Ermon},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Label-Free Supervision of Neural Networks with Physics and Domain
Knowledge},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2576--2582},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10934},
doi = {10.1609/AAAI.V31I1.10934},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/StewartE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WeiE17,
author = {Colin Wei and
Stefano Ermon},
editor = {Satinder Singh and
Shaul Markovitch},
title = {General Bounds on Satisfiability Thresholds for Random CSPs via Fourier
Analysis},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3958--3966},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11136},
doi = {10.1609/AAAI.V31I1.11136},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WeiE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YouLLLE17,
author = {Jiaxuan You and
Xiaocheng Li and
Melvin Low and
David B. Lobell and
Stefano Ermon},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing
Data},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4559--4566},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11172},
doi = {10.1609/AAAI.V31I1.11172},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YouLLLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PryzantEL17,
author = {Reid Pryzant and
Stefano Ermon and
David B. Lobell},
title = {Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep
Feature Learning},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1524--1532},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.196},
doi = {10.1109/CVPRW.2017.196},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PryzantEL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KuleshovEE17,
author = {Volodymyr Kuleshov and
S. Zayd Enam and
Stefano Ermon},
title = {Audio Super-Resolution using Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1gNakBFx},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KuleshovEE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SongZE17,
author = {Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
title = {Generative Adversarial Learning of Markov Chains},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=S1L-hCNtl},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SongZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoSE17,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Hierarchical Features from Deep Generative Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4091--4099},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhao17c.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/CosenzaDEJ17,
author = {Biagio Cosenza and
Juan Jos{\'{e}} Durillo and
Stefano Ermon and
Ben H. H. Juurlink},
title = {Autotuning Stencil Computations with Structural Ordinal Regression
Learning},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2017, Orlando, FL, USA, May 29 - June 2, 2017},
pages = {287--296},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/IPDPS.2017.102},
doi = {10.1109/IPDPS.2017.102},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/CosenzaDEJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSE17,
author = {Yunzhu Li and
Jiaming Song and
Stefano Ermon},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3812--3822},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2cd4e8a2ce081c3d7c32c3cde4312ef7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongZE17,
author = {Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {{A-NICE-MC:} Adversarial Training for {MCMC}},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5140--5150},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2417dc8af8570f274e6775d4d60496da-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KuleshovE17,
author = {Volodymyr Kuleshov and
Stefano Ermon},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Neural Variational Inference and Learning in Undirected Graphical
Models},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6734--6743},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/14e422f05b68cc0139988e128ee880df-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KuleshovE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scopes/CosenzaDEJ17,
author = {Biagio Cosenza and
Juan Jos{\'{e}} Durillo and
Stefano Ermon and
Ben H. H. Juurlink},
editor = {Sander Stuijk},
title = {Stencil Autotuning with Ordinal Regression: Extended Abstract},
booktitle = {Proceedings of the 20th International Workshop on Software and Compilers
for Embedded Systems, {SCOPES} 2017, Sankt Goar, Germany, June 12-13,
2017},
pages = {72--75},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3078659.3078664},
doi = {10.1145/3078659.3078664},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scopes/CosenzaDEJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuleshovE17,
author = {Volodymyr Kuleshov and
Stefano Ermon},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Hybrid Deep Discriminative/Generative Models for Semi-Supervised Learning},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/297.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuleshovE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MussmannLE17,
author = {Stephen Mussmann and
Daniel Levy and
Stefano Ermon},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Fast Amortized Inference and Learning in Log-linear Models with Randomly
Perturbed Nearest Neighbor Search},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/75.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MussmannLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiE17,
author = {Colin Wei and
Stefano Ermon},
title = {General Bounds on Satisfiability Thresholds for Random CSPs via Fourier
Analysis},
journal = {CoRR},
volume = {abs/1701.06258},
year = {2017},
url = {http://arxiv.org/abs/1701.06258},
eprinttype = {arXiv},
eprint = {1701.06258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
title = {Learning Hierarchical Features from Generative Models},
journal = {CoRR},
volume = {abs/1702.08396},
year = {2017},
url = {http://arxiv.org/abs/1702.08396},
eprinttype = {arXiv},
eprint = {1702.08396},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GroverE17,
author = {Aditya Grover and
Stefano Ermon},
title = {Boosted Generative Models},
journal = {CoRR},
volume = {abs/1702.08484},
year = {2017},
url = {http://arxiv.org/abs/1702.08484},
eprinttype = {arXiv},
eprint = {1702.08484},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GroverE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17a,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
title = {Towards Deeper Understanding of Variational Autoencoding Models},
journal = {CoRR},
volume = {abs/1702.08658},
year = {2017},
url = {http://arxiv.org/abs/1702.08658},
eprinttype = {arXiv},
eprint = {1702.08658},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoSE17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongSZE17,
author = {Jiaming Song and
Russell Stewart and
Shengjia Zhao and
Stefano Ermon},
title = {On the Limits of Learning Representations with Label-Based Supervision},
journal = {CoRR},
volume = {abs/1703.02156},
year = {2017},
url = {http://arxiv.org/abs/1703.02156},
eprinttype = {arXiv},
eprint = {1703.02156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SongSZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiSE17,
author = {Yunzhu Li and
Jiaming Song and
Stefano Ermon},
title = {Inferring The Latent Structure of Human Decision-Making from Raw Visual
Inputs},
journal = {CoRR},
volume = {abs/1703.08840},
year = {2017},
url = {http://arxiv.org/abs/1703.08840},
eprinttype = {arXiv},
eprint = {1703.08840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GroverDE17,
author = {Aditya Grover and
Manik Dhar and
Stefano Ermon},
title = {Flow-GAN: Bridging implicit and prescribed learning in generative
models},
journal = {CoRR},
volume = {abs/1705.08868},
year = {2017},
url = {http://arxiv.org/abs/1705.08868},
eprinttype = {arXiv},
eprint = {1705.08868},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GroverDE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoSE17b,
author = {Shengjia Zhao and
Jiaming Song and
Stefano Ermon},
title = {InfoVAE: Information Maximizing Variational Autoencoders},
journal = {CoRR},
volume = {abs/1706.02262},
year = {2017},
url = {http://arxiv.org/abs/1706.02262},
eprinttype = {arXiv},
eprint = {1706.02262},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoSE17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongZE17,
author = {Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
title = {{A-NICE-MC:} Adversarial Training for {MCMC}},
journal = {CoRR},
volume = {abs/1706.07561},
year = {2017},
url = {http://arxiv.org/abs/1706.07561},
eprinttype = {arXiv},
eprint = {1706.07561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SongZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MussmannLE17,
author = {Stephen Mussmann and
Daniel Levy and
Stefano Ermon},
title = {Fast Amortized Inference and Learning in Log-linear Models with Randomly
Perturbed Nearest Neighbor Search},
journal = {CoRR},
volume = {abs/1707.03372},
year = {2017},
url = {http://arxiv.org/abs/1707.03372},
eprinttype = {arXiv},
eprint = {1707.03372},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MussmannLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00853,
author = {Volodymyr Kuleshov and
S. Zayd Enam and
Stefano Ermon},
title = {Audio Super Resolution using Neural Networks},
journal = {CoRR},
volume = {abs/1708.00853},
year = {2017},
url = {http://arxiv.org/abs/1708.00853},
eprinttype = {arXiv},
eprint = {1708.00853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07129,
author = {Siamak Yousefi and
Hirokazu Narui and
Sankalp Dayal and
Stefano Ermon and
Shahrokh Valaee},
title = {A Survey of Human Activity Recognition Using WiFi {CSI}},
journal = {CoRR},
volume = {abs/1708.07129},
year = {2017},
url = {http://arxiv.org/abs/1708.07129},
eprinttype = {arXiv},
eprint = {1708.07129},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10766,
author = {Yang Song and
Taesup Kim and
Sebastian Nowozin and
Stefano Ermon and
Nate Kushman},
title = {PixelDefend: Leveraging Generative Models to Understand and Defend
against Adversarial Examples},
journal = {CoRR},
volume = {abs/1710.10766},
year = {2017},
url = {http://arxiv.org/abs/1710.10766},
eprinttype = {arXiv},
eprint = {1710.10766},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02679,
author = {Volodymyr Kuleshov and
Stefano Ermon},
title = {Neural Variational Inference and Learning in Undirected Graphical
Models},
journal = {CoRR},
volume = {abs/1711.02679},
year = {2017},
url = {http://arxiv.org/abs/1711.02679},
eprinttype = {arXiv},
eprint = {1711.02679},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03654,
author = {Anthony Perez and
Christopher Yeh and
George Azzari and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine
Learning},
journal = {CoRR},
volume = {abs/1711.03654},
year = {2017},
url = {http://arxiv.org/abs/1711.03654},
eprinttype = {arXiv},
eprint = {1711.03654},
timestamp = {Mon, 24 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05809,
author = {Huaiyang Zhong and
Xiaocheng Li and
David B. Lobell and
Stefano Ermon and
Margaret L. Brandeau},
title = {Hierarchical Modeling of Seed Variety Yields and Decision Making for
Future Planting Plans},
journal = {CoRR},
volume = {abs/1711.05809},
year = {2017},
url = {http://arxiv.org/abs/1711.05809},
eprinttype = {arXiv},
eprint = {1711.05809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08068,
author = {Daniel Levy and
Stefano Ermon},
title = {Deterministic Policy Optimization by Combining Pathwise and Score
Function Estimators for Discrete Action Spaces},
journal = {CoRR},
volume = {abs/1711.08068},
year = {2017},
url = {http://arxiv.org/abs/1711.08068},
eprinttype = {arXiv},
eprint = {1711.08068},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-03599,
author = {Stephan Eismann and
Stefan Bartzsch and
Stefano Ermon},
title = {Shape optimization in laminar flow with a label-guided variational
autoencoder},
journal = {CoRR},
volume = {abs/1712.03599},
year = {2017},
url = {http://arxiv.org/abs/1712.03599},
eprinttype = {arXiv},
eprint = {1712.03599},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-03599.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimSE16,
author = {Carolyn Kim and
Ashish Sabharwal and
Stefano Ermon},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Exact Sampling with Integer Linear Programs and Random Perturbations},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3248--3254},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10421},
doi = {10.1609/AAAI.V30I1.10421},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoCSE16,
author = {Shengjia Zhao and
Sorathan Chaturapruek and
Ashish Sabharwal and
Stefano Ermon},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Closing the Gap Between Short and Long XORs for Model Counting},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3322--3329},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10430},
doi = {10.1609/AAAI.V30I1.10430},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoCSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieJBLE16,
author = {Sang Michael Xie and
Neal Jean and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Transfer Learning from Deep Features for Remote Sensing and Poverty
Mapping},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3929--3935},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9906},
doi = {10.1609/AAAI.V30I1.9906},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieJBLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HsuAE16,
author = {Lun{-}Kai Hsu and
Tudor Achim and
Stefano Ermon},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Tight Variational Bounds via Random Projections and I-Projections},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1087--1095},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/hsu16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HsuAE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XueEBGS16,
author = {Yexiang Xue and
Stefano Ermon and
Ronan Le Bras and
Carla P. Gomes and
Bart Selman},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Variable Elimination in the Fourier Domain},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {285--294},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/xue16.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XueEBGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AchimSE16,
author = {Tudor Achim and
Ashish Sabharwal and
Stefano Ermon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Beyond Parity Constraints: Fourier Analysis of Hash Functions for
Inference},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2254--2262},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/achim16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AchimSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MussmannE16,
author = {Stephen Mussmann and
Stefano Ermon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Learning and Inference via Maximum Inner Product Search},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2587--2596},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/mussmann16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MussmannE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoGE16,
author = {Jonathan Ho and
Jayesh K. Gupta and
Stefano Ermon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Model-Free Imitation Learning with Policy Optimization},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2760--2769},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/ho16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoGE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XueLEGS16,
author = {Yexiang Xue and
Zhiyuan Li and
Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Solving Marginal {MAP} Problems with {NP} Oracles and Parity Constraints},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1127--1135},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/a532400ed62e772b9dc0b86f46e583ff-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XueLEGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoZSE16,
author = {Shengjia Zhao and
Enze Zhou and
Ashish Sabharwal and
Stefano Ermon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Adaptive Concentration Inequalities for Sequential Decision Problems},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1343--1351},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/2e65f2f2fdaf6c699b223c61b1b5ab89-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoZSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GroverE16,
author = {Aditya Grover and
Stefano Ermon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Variational Bayes on Monte Carlo Steroids},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3018--3026},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0c9ebb2ded806d7ffda75cd0b95eb70c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GroverE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoE16,
author = {Jonathan Ho and
Stefano Ermon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Generative Adversarial Imitation Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4565--4573},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/cc7e2b878868cbae992d1fb743995d8f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/McIntireRE16,
author = {Mitchell McIntire and
Daniel Ratner and
Stefano Ermon},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Sparse Gaussian Processes for Bayesian Optimization},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/269.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/McIntireRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoGE16,
author = {Jonathan Ho and
Jayesh K. Gupta and
Stefano Ermon},
title = {Model-Free Imitation Learning with Policy Optimization},
journal = {CoRR},
volume = {abs/1605.08478},
year = {2016},
url = {http://arxiv.org/abs/1605.08478},
eprinttype = {arXiv},
eprint = {1605.08478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoGE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoE16,
author = {Jonathan Ho and
Stefano Ermon},
title = {Generative Adversarial Imitation Learning},
journal = {CoRR},
volume = {abs/1606.03476},
year = {2016},
url = {http://arxiv.org/abs/1606.03476},
eprinttype = {arXiv},
eprint = {1606.03476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KuleshovE16,
author = {Volodymyr Kuleshov and
Stefano Ermon},
title = {Reliable Confidence Estimation via Online Learning},
journal = {CoRR},
volume = {abs/1607.03594},
year = {2016},
url = {http://arxiv.org/abs/1607.03594},
eprinttype = {arXiv},
eprint = {1607.03594},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KuleshovE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StewartE16,
author = {Russell Stewart and
Stefano Ermon},
title = {Label-Free Supervision of Neural Networks with Physics and Domain
Knowledge},
journal = {CoRR},
volume = {abs/1609.05566},
year = {2016},
url = {http://arxiv.org/abs/1609.05566},
eprinttype = {arXiv},
eprint = {1609.05566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StewartE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XueLEGS16,
author = {Yexiang Xue and
Zhiyuan Li and
Stefano Ermon and
Carla P. Gomes and
Bart Selman},
title = {Solving Marginal {MAP} Problems with {NP} Oracles and Parity Constraints},
journal = {CoRR},
volume = {abs/1610.02591},
year = {2016},
url = {http://arxiv.org/abs/1610.02591},
eprinttype = {arXiv},
eprint = {1610.02591},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XueLEGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Ermon15,
author = {Stefano Ermon},
title = {Decision Making And Inference Under Limited Information And High Dimensionality},
school = {Cornell University, {USA}},
year = {2015},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Ermon15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ErmonBSGGSD15,
author = {Stefano Ermon and
Ronan Le Bras and
Santosh K. Suram and
John M. Gregoire and
Carla P. Gomes and
Bart Selman and
Robert Bruce van Dover},
editor = {Blai Bonet and
Sven Koenig},
title = {Pattern Decomposition with Complex Combinatorial Constraints: Application
to Materials Discovery},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {636--643},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9233},
doi = {10.1609/AAAI.V29I1.9233},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ErmonBSGGSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ErmonXTDBDCDMBG15,
author = {Stefano Ermon and
Yexiang Xue and
Russell Toth and
Bistra Dilkina and
Richard Bernstein and
Theodoros Damoulas and
Patrick E. Clark and
Steve DeGloria and
Andrew Mude and
Christopher Barrett and
Carla P. Gomes},
editor = {Blai Bonet and
Sven Koenig},
title = {Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal
Preferences with Application to Migratory Pastoralism in East Africa},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {644--650},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9248},
doi = {10.1609/AAAI.V29I1.9248},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ErmonXTDBDCDMBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueEGS15,
author = {Yexiang Xue and
Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Bistra Dilkina and
Stefano Ermon and
Rebecca A. Hutchinson and
Daniel Sheldon},
title = {Uncovering Hidden Structure through Parallel Problem Decomposition
for the Set Basis Problem},
booktitle = {Computational Sustainability, Papers from the 2015 {AAAI} Workshop,
Austin, Texas, USA, January 26, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-06}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10080},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XueEGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuE15,
author = {Michael Zhu and
Stefano Ermon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Hybrid Approach for Probabilistic Inference using Random Projections},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2039--2047},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhuc15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XueEGS15,
author = {Yexiang Xue and
Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Uncovering Hidden Structure through Parallel Problem Decomposition
for the Set Basis Problem: Application to Materials Discovery},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {146--155},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/028},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XueEGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HadjisE15,
author = {Stefan Hadjis and
Stefano Ermon},
editor = {Marina Meila and
Tom Heskes},
title = {Importance Sampling over Sets: {A} New Probabilistic Inference Scheme},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {355--364},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/143.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/HadjisE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2015sustainability,
editor = {Bistra Dilkina and
Stefano Ermon and
Rebecca A. Hutchinson and
Daniel Sheldon},
title = {Computational Sustainability, Papers from the 2015 {AAAI} Workshop,
Austin, Texas, USA, January 26, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-06}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/Library/Workshops/ws15-06.php},
isbn = {978-1-57735-717-9},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2015sustainability.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XueELGS15,
author = {Yexiang Xue and
Stefano Ermon and
Ronan Le Bras and
Carla P. Gomes and
Bart Selman},
title = {Variable Elimination in Fourier Domain},
journal = {CoRR},
volume = {abs/1508.04032},
year = {2015},
url = {http://arxiv.org/abs/1508.04032},
eprinttype = {arXiv},
eprint = {1508.04032},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XueELGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieJBLE15,
author = {Sang Michael Xie and
Neal Jean and
Marshall Burke and
David B. Lobell and
Stefano Ermon},
title = {Transfer Learning from Deep Features for Remote Sensing and Poverty
Mapping},
journal = {CoRR},
volume = {abs/1510.00098},
year = {2015},
url = {http://arxiv.org/abs/1510.00098},
eprinttype = {arXiv},
eprint = {1510.00098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieJBLE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsuAE15,
author = {Lun{-}Kai Hsu and
Tudor Achim and
Stefano Ermon},
title = {Tight Variational Bounds via Random Projections and I-Projections},
journal = {CoRR},
volume = {abs/1510.01308},
year = {2015},
url = {http://arxiv.org/abs/1510.01308},
eprinttype = {arXiv},
eprint = {1510.01308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsuAE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoCSE15,
author = {Shengjia Zhao and
Sorathan Chaturapruek and
Ashish Sabharwal and
Stefano Ermon},
title = {Closing the Gap Between Short and Long XORs for Model Counting},
journal = {CoRR},
volume = {abs/1512.08863},
year = {2015},
url = {http://arxiv.org/abs/1512.08863},
eprinttype = {arXiv},
eprint = {1512.08863},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoCSE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ErmonGSS14,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
editor = {Carla E. Brodley and
Peter Stone},
title = {Designing Fast Absorbing Markov Chains},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {849--855},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8843},
doi = {10.1609/AAAI.V28I1.8843},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ErmonGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueEGS14,
author = {Yexiang Xue and
Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Carla E. Brodley and
Peter Stone},
title = {Uncovering Hidden Structure through Parallel Problem Decomposition},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {3144--3145},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9093},
doi = {10.1609/AAAI.V28I1.9093},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XueEGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErmonGSS14,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
title = {Low-density Parity Constraints for Hashing-Based Discrete Integration},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {271--279},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/ermon14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErmonGSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ErmonBSGGSD14,
author = {Stefano Ermon and
Ronan Le Bras and
Santosh K. Suram and
John M. Gregoire and
Carla P. Gomes and
Bart Selman and
Robert Bruce van Dover},
title = {Pattern Decomposition with Complex Combinatorial Constraints: Application
to Materials Discovery},
journal = {CoRR},
volume = {abs/1411.7441},
year = {2014},
url = {http://arxiv.org/abs/1411.7441},
eprinttype = {arXiv},
eprint = {1411.7441},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ErmonBSGGSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ErmonXGS13,
author = {Stefano Ermon and
Yexiang Xue and
Carla P. Gomes and
Bart Selman},
title = {Learning policies for battery usage optimization in electric vehicles},
journal = {Mach. Learn.},
volume = {92},
number = {1},
pages = {177--194},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5378-z},
doi = {10.1007/S10994-013-5378-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ErmonXGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErmonGSS13,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
title = {Taming the Curse of Dimensionality: Discrete Integration by Hashing
and Optimization},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {334--342},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/ermon13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErmonGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ErmonGSS13,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Embed and Project: Discrete Sampling with Universal Hashing},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2085--2093},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/6d70cb65d15211726dcce4c0e971e21c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ErmonGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ErmonGSS13,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Optimization With Parity Constraints: From Binary Codes to Discrete
Integration},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2381\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/ErmonGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6677,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
title = {Taming the Curse of Dimensionality: Discrete Integration by Hashing
and Optimization},
journal = {CoRR},
volume = {abs/1302.6677},
year = {2013},
url = {http://arxiv.org/abs/1302.6677},
eprinttype = {arXiv},
eprint = {1302.6677},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ErmonGSS13,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
title = {Optimization With Parity Constraints: From Binary Codes to Discrete
Integration},
journal = {CoRR},
volume = {abs/1309.6827},
year = {2013},
url = {http://arxiv.org/abs/1309.6827},
eprinttype = {arXiv},
eprint = {1309.6827},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ErmonGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/ErmonGSV12,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman and
Alexander Vladimirsky},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Probabilistic planning with non-linear utility functions and worst-case
guarantees},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {965--972},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343835},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/ErmonGSV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ErmonGSS12,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Density Propagation and Improved Bounds on the Partition Function},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2771--2779},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/e00406144c1e7e35240afed70f34166a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ErmonGSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ErmonXGS12,
author = {Stefano Ermon and
Yexiang Xue and
Carla P. Gomes and
Bart Selman},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Learning Policies for Battery Usage Optimization in Electric Vehicles},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {195--210},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_13},
doi = {10.1007/978-3-642-33486-3\_13},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ErmonXGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangEH12,
author = {Liaoruo Wang and
Stefano Ermon and
John E. Hopcroft},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Feature-Enhanced Probabilistic Models for Diffusion Network Inference},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {499--514},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_32},
doi = {10.1007/978-3-642-33486-3\_32},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangEH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sat/ErmonLGSD12,
author = {Stefano Ermon and
Ronan LeBras and
Carla P. Gomes and
Bart Selman and
R. Bruce van Dover},
editor = {Alessandro Cimatti and
Roberto Sebastiani},
title = {SMT-Aided Combinatorial Materials Discovery},
booktitle = {Theory and Applications of Satisfiability Testing - {SAT} 2012 - 15th
International Conference, Trento, Italy, June 17-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7317},
pages = {172--185},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31612-8\_14},
doi = {10.1007/978-3-642-31612-8\_14},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sat/ErmonLGSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ErmonGS12,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Uniform Solution Sampling Using a Constraint Solver As an Oracle},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {255--264},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2288\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/ErmonGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3478,
author = {Stefano Ermon and
Jon Conrad and
Carla P. Gomes and
Bart Selman},
title = {Playing games against nature: optimal policies for renewable resource
allocation},
journal = {CoRR},
volume = {abs/1203.3478},
year = {2012},
url = {http://arxiv.org/abs/1203.3478},
eprinttype = {arXiv},
eprint = {1203.3478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4861,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
title = {Uniform Solution Sampling Using a Constraint Solver As an Oracle},
journal = {CoRR},
volume = {abs/1210.4861},
year = {2012},
url = {http://arxiv.org/abs/1210.4861},
eprinttype = {arXiv},
eprint = {1210.4861},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ErmonGS11,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {A message passing approach to multiagent gaussian inference for dynamic
processes},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1277--1278},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034524\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/ErmonGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ErmonCGS11,
author = {Stefano Ermon and
Jon Conrad and
Carla P. Gomes and
Bart Selman},
editor = {Toby Walsh},
title = {Risk-Sensitive Policies for Sustainable Renewable Resource Allocation},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1942--1948},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-325},
doi = {10.5591/978-1-57735-516-8/IJCAI11-325},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ErmonCGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ErmonGS11,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Toby Walsh},
title = {A Flat Histogram Method for Computing the Density of States of Combinatorial
Problems},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2608--2613},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-434},
doi = {10.5591/978-1-57735-516-8/IJCAI11-434},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ErmonGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ErmonGSS11,
author = {Stefano Ermon and
Carla P. Gomes and
Ashish Sabharwal and
Bart Selman},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Accelerated Adaptive Markov Chain for Partition Function Computation},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2744--2752},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/7fb8ceb3bd59c7956b1df66729296a4c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ErmonGSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ErmonGS10,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {Wiebe van der Hoek and
Gal A. Kaminka and
Yves Lesp{\'{e}}rance and
Michael Luck and
Sandip Sen},
title = {Collaborative multiagent Gaussian inference in a dynamic environment
using belief propagation},
booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems
{(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3},
pages = {1419--1420},
publisher = {{IFAAMAS}},
year = {2010},
url = {https://dl.acm.org/citation.cfm?id=1838411},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ErmonGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/ErmonGS10,
author = {Stefano Ermon and
Carla P. Gomes and
Bart Selman},
editor = {David Cohen},
title = {Computing the Density of States of Boolean Formulas},
booktitle = {Principles and Practice of Constraint Programming - {CP} 2010 - 16th
International Conference, {CP} 2010, St. Andrews, Scotland, UK, September
6-10, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6308},
pages = {38--52},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15396-9\_6},
doi = {10.1007/978-3-642-15396-9\_6},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/cp/ErmonGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ErmonCGS10,
author = {Stefano Ermon and
Jon Conrad and
Carla P. Gomes and
Bart Selman},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Playing games against nature: optimal policies for renewable resource
allocation},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {168--176},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2092\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/ErmonCGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ErmonSZ09,
author = {Stefano Ermon and
Luca Schenato and
Sandro Zampieri},
title = {Trust Estimation in autonomic networks: a statistical mechanics approach},
booktitle = {Proceedings of the 48th {IEEE} Conference on Decision and Control,
{CDC} 2009, combined withe the 28th Chinese Control Conference, December
16-18, 2009, Shanghai, China},
pages = {4790--4795},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CDC.2009.5400923},
doi = {10.1109/CDC.2009.5400923},
timestamp = {Fri, 04 Mar 2022 13:27:41 +0100},
biburl = {https://dblp.org/rec/conf/cdc/ErmonSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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