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BibTeX records: Peter V. Gehler
@inproceedings{DBLP:conf/clear2/Tangemann0KLGBK23, author = {Matthias Tangemann and Steffen Schneider and Julius von K{\"{u}}gelgen and Francesco Locatello and Peter Vincent Gehler and Thomas Brox and Matthias K{\"{u}}mmerer and Matthias Bethge and Bernhard Sch{\"{o}}lkopf}, editor = {Mihaela van der Schaar and Cheng Zhang and Dominik Janzing}, title = {Unsupervised Object Learning via Common Fate}, booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April 2023, Amazon Development Center, T{\"{u}}bingen, Germany, April 11-14, 2023}, series = {Proceedings of Machine Learning Research}, volume = {213}, pages = {281--327}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v213/tangemann23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/clear2/Tangemann0KLGBK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/SinhaGLS23, author = {Samarth Sinha and Peter V. Gehler and Francesco Locatello and Bernt Schiele}, title = {TeST: Test-time Self-Training under Distribution Shift}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2023, Waikoloa, HI, USA, January 2-7, 2023}, pages = {2758--2768}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/WACV56688.2023.00278}, doi = {10.1109/WACV56688.2023.00278}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/SinhaGLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/RusakSPEGBBB22, author = {Evgenia Rusak and Steffen Schneider and George Pachitariu and Luisa Eck and Peter Vincent Gehler and Oliver Bringmann and Wieland Brendel and Matthias Bethge}, title = {If your data distribution shifts, use self-learning}, journal = {Trans. Mach. Learn. Res.}, volume = {2022}, year = {2022}, url = {https://openreview.net/forum?id=vqRzLv6POg}, timestamp = {Fri, 19 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/RusakSPEGBBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RothPZSBG22, author = {Karsten Roth and Latha Pemula and Joaquin Zepeda and Bernhard Sch{\"{o}}lkopf and Thomas Brox and Peter V. Gehler}, title = {Towards Total Recall in Industrial Anomaly Detection}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {14298--14308}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01392}, doi = {10.1109/CVPR52688.2022.01392}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/RothPZSBG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MakansiKLGJBS22, author = {Osama Makansi and Julius von K{\"{u}}gelgen and Francesco Locatello and Peter Vincent Gehler and Dominik Janzing and Thomas Brox and Bernhard Sch{\"{o}}lkopf}, title = {You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction}, 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=POxF-LEqnF}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MakansiKLGJBS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SchottKTG0BSLB22, author = {Lukas Schott and Julius von K{\"{u}}gelgen and Frederik Tr{\"{a}}uble and Peter Vincent Gehler and Chris Russell and Matthias Bethge and Bernhard Sch{\"{o}}lkopf and Francesco Locatello and Wieland Brendel}, title = {Visual Representation Learning Does Not Generalize Strongly Within the Same Domain}, 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=9RUHPlladgh}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SchottKTG0BSLB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TraubleDWWGWLBS22, author = {Frederik Tr{\"{a}}uble and Andrea Dittadi and Manuel Wuthrich and Felix Widmaier and Peter Vincent Gehler and Ole Winther and Francesco Locatello and Olivier Bachem and Bernhard Sch{\"{o}}lkopf and Stefan Bauer}, title = {The Role of Pretrained Representations for the {OOD} Generalization of {RL} Agents}, 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=8eb12UQYxrG}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TraubleDWWGWLBS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WenzelDGSHZK0BS22, author = {Florian Wenzel and Andrea Dittadi and Peter V. Gehler and Carl{-}Johann Simon{-}Gabriel and Max Horn and Dominik Zietlow and David Kernert and Chris Russell and Thomas Brox and Bernt Schiele and Bernhard Sch{\"{o}}lkopf and Francesco Locatello}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Assaying Out-Of-Distribution Generalization in Transfer Learning}, 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/2f5acc925919209370a3af4eac5cad4a-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WenzelDGSHZK0BS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-09239, author = {Florian Wenzel and Andrea Dittadi and Peter Vincent Gehler and Carl{-}Johann Simon{-}Gabriel and Max Horn and Dominik Zietlow and David Kernert and Chris Russell and Thomas Brox and Bernt Schiele and Bernhard Sch{\"{o}}lkopf and Francesco Locatello}, title = {Assaying Out-Of-Distribution Generalization in Transfer Learning}, journal = {CoRR}, volume = {abs/2207.09239}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09239}, doi = {10.48550/ARXIV.2207.09239}, eprinttype = {arXiv}, eprint = {2207.09239}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09239.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-11459, author = {Samarth Sinha and Peter V. Gehler and Francesco Locatello and Bernt Schiele}, title = {TeST: Test-time Self-Training under Distribution Shift}, journal = {CoRR}, volume = {abs/2209.11459}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.11459}, doi = {10.48550/ARXIV.2209.11459}, eprinttype = {arXiv}, eprint = {2209.11459}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-11459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZolfaghariZGB21, author = {Mohammadreza Zolfaghari and Yi Zhu and Peter V. Gehler and Thomas Brox}, title = {CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {1430--1439}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00148}, doi = {10.1109/ICCV48922.2021.00148}, timestamp = {Fri, 11 Mar 2022 10:01:27 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZolfaghariZGB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TraubleKKLSG21, author = {Frederik Tr{\"{a}}uble and Julius von K{\"{u}}gelgen and Matth{\"{a}}us Kleindessner and Francesco Locatello and Bernhard Sch{\"{o}}lkopf and Peter V. Gehler}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Backward-Compatible Prediction Updates: {A} Probabilistic Approach}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {116--128}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/012d9fe15b2493f21902cd55603382ec-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/TraubleKKLSG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RahamanGJGBLS21, author = {Nasim Rahaman and Muhammad Waleed Gondal and Shruti Joshi and Peter V. Gehler and Yoshua Bengio and Francesco Locatello and Bernhard Sch{\"{o}}lkopf}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Dynamic Inference with Neural Interpreters}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {10985--10998}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/5b4e9aa703d0bfa11041debaa2d1b633-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/RahamanGJGBLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-12928, author = {Evgenia Rusak and Steffen Schneider and Peter V. Gehler and Oliver Bringmann and Wieland Brendel and Matthias Bethge}, title = {Adapting ImageNet-scale models to complex distribution shifts with self-learning}, journal = {CoRR}, volume = {abs/2104.12928}, year = {2021}, url = {https://arxiv.org/abs/2104.12928}, eprinttype = {arXiv}, eprint = {2104.12928}, timestamp = {Thu, 24 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-12928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08265, author = {Karsten Roth and Latha Pemula and Joaquin Zepeda and Bernhard Sch{\"{o}}lkopf and Thomas Brox and Peter V. Gehler}, title = {Towards Total Recall in Industrial Anomaly Detection}, journal = {CoRR}, volume = {abs/2106.08265}, year = {2021}, url = {https://arxiv.org/abs/2106.08265}, eprinttype = {arXiv}, eprint = {2106.08265}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08265.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01057, author = {Frederik Tr{\"{a}}uble and Julius von K{\"{u}}gelgen and Matth{\"{a}}us Kleindessner and Francesco Locatello and Bernhard Sch{\"{o}}lkopf and Peter V. Gehler}, title = {Backward-Compatible Prediction Updates: {A} Probabilistic Approach}, journal = {CoRR}, volume = {abs/2107.01057}, year = {2021}, url = {https://arxiv.org/abs/2107.01057}, eprinttype = {arXiv}, eprint = {2107.01057}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-05686, author = {Andrea Dittadi and Frederik Tr{\"{a}}uble and Manuel W{\"{u}}thrich and Felix Widmaier and Peter V. Gehler and Ole Winther and Francesco Locatello and Olivier Bachem and Bernhard Sch{\"{o}}lkopf and Stefan Bauer}, title = {Representation Learning for Out-Of-Distribution Generalization in Reinforcement Learning}, journal = {CoRR}, volume = {abs/2107.05686}, year = {2021}, url = {https://arxiv.org/abs/2107.05686}, eprinttype = {arXiv}, eprint = {2107.05686}, timestamp = {Tue, 20 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-05686.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-08221, author = {Lukas Schott and Julius von K{\"{u}}gelgen and Frederik Tr{\"{a}}uble and Peter V. Gehler and Chris Russell and Matthias Bethge and Bernhard Sch{\"{o}}lkopf and Francesco Locatello and Wieland Brendel}, title = {Visual Representation Learning Does Not Generalize Strongly Within the Same Domain}, journal = {CoRR}, volume = {abs/2107.08221}, year = {2021}, url = {https://arxiv.org/abs/2107.08221}, eprinttype = {arXiv}, eprint = {2107.08221}, timestamp = {Wed, 21 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-08221.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-14910, author = {Mohammadreza Zolfaghari and Yi Zhu and Peter V. Gehler and Thomas Brox}, title = {CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations}, journal = {CoRR}, volume = {abs/2109.14910}, year = {2021}, url = {https://arxiv.org/abs/2109.14910}, eprinttype = {arXiv}, eprint = {2109.14910}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-14910.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-05304, author = {Osama Makansi and Julius von K{\"{u}}gelgen and Francesco Locatello and Peter V. Gehler and Dominik Janzing and Thomas Brox and Bernhard Sch{\"{o}}lkopf}, title = {You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction}, journal = {CoRR}, volume = {abs/2110.05304}, year = {2021}, url = {https://arxiv.org/abs/2110.05304}, eprinttype = {arXiv}, eprint = {2110.05304}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-05304.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-06399, author = {Nasim Rahaman and Muhammad Waleed Gondal and Shruti Joshi and Peter V. Gehler and Yoshua Bengio and Francesco Locatello and Bernhard Sch{\"{o}}lkopf}, title = {Dynamic Inference with Neural Interpreters}, journal = {CoRR}, volume = {abs/2110.06399}, year = {2021}, url = {https://arxiv.org/abs/2110.06399}, eprinttype = {arXiv}, eprint = {2110.06399}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-06399.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-06562, author = {Matthias Tangemann and Steffen Schneider and Julius von K{\"{u}}gelgen and Francesco Locatello and Peter V. Gehler and Thomas Brox and Matthias K{\"{u}}mmerer and Matthias Bethge and Bernhard Sch{\"{o}}lkopf}, title = {Unsupervised Object Learning via Common Fate}, journal = {CoRR}, volume = {abs/2110.06562}, year = {2021}, url = {https://arxiv.org/abs/2110.06562}, eprinttype = {arXiv}, eprint = {2110.06562}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-06562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/HemritFGGBDFS20, author = {Ghalia Hemrit and Graham D. Finlayson and Arjan Gijsenij and Peter V. Gehler and Simone Bianco and Mark S. Drew and Brian V. Funt and Lilong Shi}, title = {Providing a Single Ground-Truth for Illuminant Estimation for the ColorChecker Dataset}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {42}, number = {5}, pages = {1286--1287}, year = {2020}, url = {https://doi.org/10.1109/TPAMI.2019.2919824}, doi = {10.1109/TPAMI.2019.2919824}, timestamp = {Wed, 27 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/HemritFGGBDFS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12906, author = {Julius von K{\"{u}}gelgen and Ivan Ustyuzhaninov and Peter V. Gehler and Matthias Bethge and Bernhard Sch{\"{o}}lkopf}, title = {Towards causal generative scene models via competition of experts}, journal = {CoRR}, volume = {abs/2004.12906}, year = {2020}, url = {https://arxiv.org/abs/2004.12906}, eprinttype = {arXiv}, eprint = {2004.12906}, timestamp = {Wed, 29 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12906.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/WannenwetschKG019, author = {Anne S. Wannenwetsch and Martin Kiefel and Peter V. Gehler and Stefan Roth}, editor = {Gernot A. Fink and Simone Frintrop and Xiaoyi Jiang}, title = {Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice}, booktitle = {Pattern Recognition - 41st {DAGM} German Conference, {DAGM} {GCPR} 2019, Dortmund, Germany, September 10-13, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11824}, pages = {345--359}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-33676-9\_24}, doi = {10.1007/978-3-030-33676-9\_24}, timestamp = {Thu, 07 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dagm/WannenwetschKG019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/TulyakovFKGH19, author = {Stepan Tulyakov and Fran{\c{c}}ois Fleuret and Martin Kiefel and Peter V. Gehler and Michael Hirsch}, title = {Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {1527--1537}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00161}, doi = {10.1109/ICCV.2019.00161}, timestamp = {Thu, 05 Mar 2020 10:01:04 +0100}, biburl = {https://dblp.org/rec/conf/iccv/TulyakovFKGH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03677, author = {Anne S. Wannenwetsch and Martin Kiefel and Peter V. Gehler and Stefan Roth}, title = {Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice}, journal = {CoRR}, volume = {abs/1909.03677}, year = {2019}, url = {http://arxiv.org/abs/1909.03677}, eprinttype = {arXiv}, eprint = {1909.03677}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03677.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GaddeJMG18, author = {Raghudeep Gadde and Varun Jampani and Renaud Marlet and Peter V. Gehler}, title = {Efficient 2D and 3D Facade Segmentation Using Auto-Context}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {5}, pages = {1273--1280}, year = {2018}, url = {https://doi.org/10.1109/TPAMI.2017.2696526}, doi = {10.1109/TPAMI.2017.2696526}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/GaddeJMG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dim/OmranLPGS18, author = {Mohamed Omran and Christoph Lassner and Gerard Pons{-}Moll and Peter V. Gehler and Bernt Schiele}, title = {Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation}, booktitle = {2018 International Conference on 3D Vision, 3DV 2018, Verona, Italy, September 5-8, 2018}, pages = {484--494}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/3DV.2018.00062}, doi = {10.1109/3DV.2018.00062}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/3dim/OmranLPGS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/ProkudinGN18, author = {Sergey Prokudin and Peter V. Gehler and Sebastian Nowozin}, editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss}, title = {Deep Directional Statistics: Pose Estimation with Uncertainty Quantification}, booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {IX}}, series = {Lecture Notes in Computer Science}, volume = {11213}, pages = {542--559}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01240-3\_33}, doi = {10.1007/978-3-030-01240-3\_33}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/ProkudinGN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/imaging/HemritFGG0FDS18, author = {Ghalia Hemrit and Graham D. Finlayson and Arjan Gijsenij and Peter V. Gehler and Simone Bianco and Brian V. Funt and Mark S. Drew and Lilong Shi}, title = {Rehabilitating the ColorChecker Dataset for Illuminant Estimation}, booktitle = {26th Color and Imaging Conference, {CIC} 2018, Vancouver, BC, Canada, November 12-16, 2018}, pages = {350--353}, publisher = {Society for Imaging Science and Technology}, year = {2018}, url = {https://doi.org/10.2352/ISSN.2169-2629.2018.26.350}, doi = {10.2352/ISSN.2169-2629.2018.26.350}, timestamp = {Thu, 20 Jul 2023 16:45:52 +0200}, biburl = {https://dblp.org/rec/conf/imaging/HemritFGG0FDS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-03430, author = {Sergey Prokudin and Peter V. Gehler and Sebastian Nowozin}, title = {Deep Directional Statistics: Pose Estimation with Uncertainty Quantification}, journal = {CoRR}, volume = {abs/1805.03430}, year = {2018}, url = {http://arxiv.org/abs/1805.03430}, eprinttype = {arXiv}, eprint = {1805.03430}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-03430.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-12262, author = {Ghalia Hemrit and Graham D. Finlayson and Arjan Gijsenij and Peter V. Gehler and Simone Bianco and Mark S. Drew}, title = {Rehabilitating the Color Checker Dataset for Illuminant Estimation}, journal = {CoRR}, volume = {abs/1805.12262}, year = {2018}, url = {http://arxiv.org/abs/1805.12262}, eprinttype = {arXiv}, eprint = {1805.12262}, timestamp = {Wed, 27 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-12262.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-05942, author = {Mohamed Omran and Christoph Lassner and Gerard Pons{-}Moll and Peter V. Gehler and Bernt Schiele}, title = {Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation}, journal = {CoRR}, volume = {abs/1808.05942}, year = {2018}, url = {http://arxiv.org/abs/1808.05942}, eprinttype = {arXiv}, eprint = {1808.05942}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-05942.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/NestmeyerG17, author = {Thomas Nestmeyer and Peter V. Gehler}, title = {Reflectance Adaptive Filtering Improves Intrinsic Image Estimation}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {1771--1780}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.192}, doi = {10.1109/CVPR.2017.192}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/NestmeyerG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/JampaniGG17, author = {Varun Jampani and Raghudeep Gadde and Peter V. Gehler}, title = {Video Propagation Networks}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {3154--3164}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.336}, doi = {10.1109/CVPR.2017.336}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/JampaniGG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Lassner0KBBG17, author = {Christoph Lassner and Javier Romero and Martin Kiefel and Federica Bogo and Michael J. Black and Peter V. Gehler}, title = {Unite the People: Closing the Loop Between 3D and 2D Human Representations}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {4704--4713}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.500}, doi = {10.1109/CVPR.2017.500}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/Lassner0KBBG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/ProkudinKNG17, author = {Sergey Prokudin and Daniel Kappler and Sebastian Nowozin and Peter V. Gehler}, editor = {Volker Roth and Thomas Vetter}, title = {Learning to Filter Object Detections}, booktitle = {Pattern Recognition - 39th German Conference, {GCPR} 2017, Basel, Switzerland, September 12-15, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10496}, pages = {52--62}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-66709-6\_5}, doi = {10.1007/978-3-319-66709-6\_5}, timestamp = {Mon, 26 Jun 2023 20:48:30 +0200}, biburl = {https://dblp.org/rec/conf/dagm/ProkudinKNG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LassnerPG17, author = {Christoph Lassner and Gerard Pons{-}Moll and Peter V. Gehler}, title = {A Generative Model of People in Clothing}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {853--862}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.98}, doi = {10.1109/ICCV.2017.98}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LassnerPG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/GaddeJG17, author = {Raghudeep Gadde and Varun Jampani and Peter V. Gehler}, title = {Semantic Video CNNs Through Representation Warping}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {4463--4472}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.477}, doi = {10.1109/ICCV.2017.477}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/GaddeJG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/imaging/FinlaysonHGG17, author = {Graham D. Finlayson and Ghalia Hemrit and Arjan Gijsenij and Peter V. Gehler}, title = {A Curious Problem with Using the Colour Checker Dataset for Illuminant Estimation}, booktitle = {25th Color and Imaging Conference, {CIC} 2017, Lillehammer, Norway, September 11-15, 2017}, pages = {64--69}, publisher = {Society for Imaging Science and Technology}, year = {2017}, url = {https://doi.org/10.2352/ISSN.2169-2629.2017.25.64}, doi = {10.2352/ISSN.2169-2629.2017.25.64}, timestamp = {Fri, 21 Jul 2023 13:58:07 +0200}, biburl = {https://dblp.org/rec/conf/imaging/FinlaysonHGG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Lassner0KBBG17, author = {Christoph Lassner and Javier Romero and Martin Kiefel and Federica Bogo and Michael J. Black and Peter V. Gehler}, title = {Unite the People: Closing the Loop Between 3D and 2D Human Representations}, journal = {CoRR}, volume = {abs/1701.02468}, year = {2017}, url = {http://arxiv.org/abs/1701.02468}, eprinttype = {arXiv}, eprint = {1701.02468}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Lassner0KBBG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LassnerPG17, author = {Christoph Lassner and Gerard Pons{-}Moll and Peter V. Gehler}, title = {A Generative Model of People in Clothing}, journal = {CoRR}, volume = {abs/1705.04098}, year = {2017}, url = {http://arxiv.org/abs/1705.04098}, eprinttype = {arXiv}, eprint = {1705.04098}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LassnerPG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-03088, author = {Raghudeep Gadde and Varun Jampani and Peter V. Gehler}, title = {Semantic Video CNNs through Representation Warping}, journal = {CoRR}, volume = {abs/1708.03088}, year = {2017}, url = {http://arxiv.org/abs/1708.03088}, eprinttype = {arXiv}, eprint = {1708.03088}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-03088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/JampaniKG16, author = {Varun Jampani and Martin Kiefel and Peter V. Gehler}, title = {Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {4452--4461}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.482}, doi = {10.1109/CVPR.2016.482}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/JampaniKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PishchulinITAAG16, author = {Leonid Pishchulin and Eldar Insafutdinov and Siyu Tang and Bjoern Andres and Mykhaylo Andriluka and Peter V. Gehler and Bernt Schiele}, title = {DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {4929--4937}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.533}, doi = {10.1109/CVPR.2016.533}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PishchulinITAAG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BogoKLG0B16, author = {Federica Bogo and Angjoo Kanazawa and Christoph Lassner and Peter V. Gehler and Javier Romero and Michael J. Black}, editor = {Bastian Leibe and Jiri Matas and Nicu Sebe and Max Welling}, title = {Keep It {SMPL:} Automatic Estimation of 3D Human Pose and Shape from a Single Image}, booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {9909}, pages = {561--578}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46454-1\_34}, doi = {10.1007/978-3-319-46454-1\_34}, timestamp = {Wed, 07 Dec 2022 23:10:23 +0100}, biburl = {https://dblp.org/rec/conf/eccv/BogoKLG0B16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/GaddeJKKG16, author = {Raghudeep Gadde and Varun Jampani and Martin Kiefel and Daniel Kappler and Peter V. Gehler}, editor = {Bastian Leibe and Jiri Matas and Nicu Sebe and Max Welling}, title = {Superpixel Convolutional Networks Using Bilateral Inceptions}, booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9905}, pages = {597--613}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46448-0\_36}, doi = {10.1007/978-3-319-46448-0\_36}, timestamp = {Wed, 07 Dec 2022 23:10:23 +0100}, biburl = {https://dblp.org/rec/conf/eccv/GaddeJKKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/LassnerKKG16, author = {Christoph Lassner and Daniel Kappler and Martin Kiefel and Peter V. Gehler}, editor = {Alan Hanjalic and Cees Snoek and Marcel Worring and Dick C. A. Bulterman and Benoit Huet and Aisling Kelliher and Yiannis Kompatsiaris and Jin Li}, title = {Barrista: Caffe Well-Served}, booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference, {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016}, pages = {1210--1213}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2964284.2973803}, doi = {10.1145/2964284.2973803}, timestamp = {Tue, 06 Nov 2018 16:58:37 +0100}, biburl = {https://dblp.org/rec/conf/mm/LassnerKKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GaddeJMG16, author = {Raghudeep Gadde and Varun Jampani and Renaud Marlet and Peter V. Gehler}, title = {Efficient 2D and 3D Facade Segmentation using Auto-Context}, journal = {CoRR}, volume = {abs/1606.06437}, year = {2016}, url = {http://arxiv.org/abs/1606.06437}, eprinttype = {arXiv}, eprint = {1606.06437}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GaddeJMG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BogoKLG0B16, author = {Federica Bogo and Angjoo Kanazawa and Christoph Lassner and Peter V. Gehler and Javier Romero and Michael J. Black}, title = {Keep it {SMPL:} Automatic Estimation of 3D Human Pose and Shape from a Single Image}, journal = {CoRR}, volume = {abs/1607.08128}, year = {2016}, url = {http://arxiv.org/abs/1607.08128}, eprinttype = {arXiv}, eprint = {1607.08128}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BogoKLG0B16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NestmeyerG16, author = {Thomas Nestmeyer and Peter V. Gehler}, title = {Reflectance Adaptive Filtering Improves Intrinsic Image Estimation}, journal = {CoRR}, volume = {abs/1612.05062}, year = {2016}, url = {http://arxiv.org/abs/1612.05062}, eprinttype = {arXiv}, eprint = {1612.05062}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/NestmeyerG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JampaniGG16, author = {Varun Jampani and Raghudeep Gadde and Peter V. Gehler}, title = {Video Propagation Networks}, journal = {CoRR}, volume = {abs/1612.05478}, year = {2016}, url = {http://arxiv.org/abs/1612.05478}, eprinttype = {arXiv}, eprint = {1612.05478}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JampaniGG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/JampaniNLG15, author = {Varun Jampani and Sebastian Nowozin and Matthew Loper and Peter V. Gehler}, title = {The informed sampler: {A} discriminative approach to Bayesian inference in generative computer vision models}, journal = {Comput. Vis. Image Underst.}, volume = {136}, pages = {32--44}, year = {2015}, url = {https://doi.org/10.1016/j.cviu.2015.03.002}, doi = {10.1016/J.CVIU.2015.03.002}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/JampaniNLG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/Pepik0GS15, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Bernt Schiele}, title = {Multi-View and 3D Deformable Part Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {37}, number = {11}, pages = {2232--2245}, year = {2015}, url = {https://doi.org/10.1109/TPAMI.2015.2408347}, doi = {10.1109/TPAMI.2015.2408347}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/Pepik0GS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Pepik0GRS15, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Tobias Ritschel and Bernt Schiele}, title = {3D object class detection in the wild}, booktitle = {2015 {IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2015, Boston, MA, USA, June 7-12, 2015}, pages = {1--10}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPRW.2015.7301358}, doi = {10.1109/CVPRW.2015.7301358}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Pepik0GRS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/JampaniGG15, author = {Varun Jampani and Raghudeep Gadde and Peter V. Gehler}, title = {Efficient Facade Segmentation Using Auto-context}, booktitle = {2015 {IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2015, Waikoloa, HI, USA, January 5-9, 2015}, pages = {1038--1045}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/WACV.2015.143}, doi = {10.1109/WACV.2015.143}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/JampaniGG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/KiefelJG14, author = {Martin Kiefel and Varun Jampani and Peter V. Gehler}, editor = {Yoshua Bengio and Yann LeCun}, title = {Permutohedral Lattice CNNs}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.6618}, timestamp = {Wed, 17 Jul 2019 10:40:54 +0200}, biburl = {https://dblp.org/rec/journals/corr/KiefelJG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/dagm/2015, editor = {Juergen Gall and Peter V. Gehler and Bastian Leibe}, title = {Pattern Recognition - 37th German Conference, {GCPR} 2015, Aachen, Germany, October 7-10, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9358}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-24947-6}, doi = {10.1007/978-3-319-24947-6}, isbn = {978-3-319-24946-9}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dagm/2015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KiefelJG15, author = {Martin Kiefel and Varun Jampani and Peter V. Gehler}, title = {Sparse Convolutional Networks using the Permutohedral Lattice}, journal = {CoRR}, volume = {abs/1503.04949}, year = {2015}, url = {http://arxiv.org/abs/1503.04949}, eprinttype = {arXiv}, eprint = {1503.04949}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KiefelJG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Pepik0GRS15, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Tobias Ritschel and Bernt Schiele}, title = {3D Object Class Detection in the Wild}, journal = {CoRR}, volume = {abs/1503.05038}, year = {2015}, url = {http://arxiv.org/abs/1503.05038}, eprinttype = {arXiv}, eprint = {1503.05038}, timestamp = {Wed, 23 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Pepik0GRS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PishchulinITAAG15, author = {Leonid Pishchulin and Eldar Insafutdinov and Siyu Tang and Bjoern Andres and Mykhaylo Andriluka and Peter V. Gehler and Bernt Schiele}, title = {DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation}, journal = {CoRR}, volume = {abs/1511.06645}, year = {2015}, url = {http://arxiv.org/abs/1511.06645}, eprinttype = {arXiv}, eprint = {1511.06645}, timestamp = {Tue, 14 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/PishchulinITAAG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GaddeJKG15, author = {Raghudeep Gadde and Varun Jampani and Martin Kiefel and Peter V. Gehler}, title = {Superpixel Convolutional Networks using Bilateral Inceptions}, journal = {CoRR}, volume = {abs/1511.06739}, year = {2015}, url = {http://arxiv.org/abs/1511.06739}, eprinttype = {arXiv}, eprint = {1511.06739}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GaddeJKG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/LehmannGG14, author = {Alain D. Lehmann and Peter V. Gehler and Luc Van Gool}, title = {Branch{\&}Rank for Efficient Object Detection}, journal = {Int. J. Comput. Vis.}, volume = {106}, number = {3}, pages = {252--268}, year = {2014}, url = {https://doi.org/10.1007/s11263-013-0670-8}, doi = {10.1007/S11263-013-0670-8}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/LehmannGG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LehrmannGN14, author = {Andreas M. Lehrmann and Peter V. Gehler and Sebastian Nowozin}, title = {Efficient Nonlinear Markov Models for Human Motion}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {1314--1321}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.171}, doi = {10.1109/CVPR.2014.171}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LehrmannGN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AndrilukaPGS14, author = {Mykhaylo Andriluka and Leonid Pishchulin and Peter V. Gehler and Bernt Schiele}, title = {2D Human Pose Estimation: New Benchmark and State of the Art Analysis}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3686--3693}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.471}, doi = {10.1109/CVPR.2014.471}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/AndrilukaPGS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/KiefelG14, author = {Martin Kiefel and Peter Vincent Gehler}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Human Pose Estimation with Fields of Parts}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {8693}, pages = {331--346}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10602-1\_22}, doi = {10.1007/978-3-319-10602-1\_22}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/KiefelG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/KongGB14, author = {Naejin Kong and Peter V. Gehler and Michael J. Black}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Intrinsic Video}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8690}, pages = {360--375}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10605-2\_24}, doi = {10.1007/978-3-319-10605-2\_24}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/KongGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/PepikSGS13, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Bernt Schiele}, editor = {Yoshua Bengio and Yann LeCun}, title = {Multi-View Priors for Learning Detectors from Sparse Viewpoint Data}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.6095}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PepikSGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JampaniNLG14, author = {Varun Jampani and Sebastian Nowozin and Matthew Loper and Peter V. Gehler}, title = {The Informed Sampler: {A} Discriminative Approach to Bayesian Inference in Generative Computer Vision Models}, journal = {CoRR}, volume = {abs/1402.0859}, year = {2014}, url = {http://arxiv.org/abs/1402.0859}, eprinttype = {arXiv}, eprint = {1402.0859}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JampaniNLG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PishchulinAGS13, author = {Leonid Pishchulin and Mykhaylo Andriluka and Peter V. Gehler and Bernt Schiele}, title = {Poselet Conditioned Pictorial Structures}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {588--595}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.82}, doi = {10.1109/CVPR.2013.82}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/PishchulinAGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PepikSGS13, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Bernt Schiele}, title = {Occlusion Patterns for Object Class Detection}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {3286--3293}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.422}, doi = {10.1109/CVPR.2013.422}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/PepikSGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LehrmannGN13, author = {Andreas M. Lehrmann and Peter V. Gehler and Sebastian Nowozin}, title = {A Non-parametric Bayesian Network Prior of Human Pose}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {1281--1288}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCV.2013.162}, doi = {10.1109/ICCV.2013.162}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LehrmannGN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/PishchulinAGS13, author = {Leonid Pishchulin and Mykhaylo Andriluka and Peter V. Gehler and Bernt Schiele}, title = {Strong Appearance and Expressive Spatial Models for Human Pose Estimation}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {3487--3494}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCV.2013.433}, doi = {10.1109/ICCV.2013.433}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/PishchulinAGS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PepikSGS12, author = {Bojan Pepik and Michael Stark and Peter V. Gehler and Bernt Schiele}, title = {Teaching 3D geometry to deformable part models}, booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}, pages = {3362--3369}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CVPR.2012.6248075}, doi = {10.1109/CVPR.2012.6248075}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/PepikSGS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/DannGRN12, author = {Christoph Dann and Peter V. Gehler and Stefan Roth and Sebastian Nowozin}, editor = {Axel Pinz and Thomas Pock and Horst Bischof and Franz Leberl}, title = {Pottics - The Potts Topic Model for Semantic Image Segmentation}, booktitle = {Pattern Recognition - Joint 34th {DAGM} and 36th {OAGM} Symposium, Graz, Austria, August 28-31, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7476}, pages = {397--407}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-32717-9\_40}, doi = {10.1007/978-3-642-32717-9\_40}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/dagm/DannGRN12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/PepikGSS12, author = {Bojan Pepik and Peter V. Gehler and Michael Stark and Bernt Schiele}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {3D2PM - 3D Deformable Part Models}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {7577}, pages = {356--370}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33783-3\_26}, doi = {10.1007/978-3-642-33783-3\_26}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/PepikGSS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/LehmannGG11, author = {Alain D. Lehmann and Peter V. Gehler and Luc Van Gool}, editor = {Jesse Hoey and Stephen J. McKenna and Emanuele Trucco}, title = {Branch{\&}Rank: Non-Linear Object Detection}, booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings}, pages = {1--11}, publisher = {{BMVA} Press}, year = {2011}, url = {https://doi.org/10.5244/C.25.8}, doi = {10.5244/C.25.8}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/LehmannGG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DinuzzoOGP11, author = {Francesco Dinuzzo and Cheng Soon Ong and Peter V. Gehler and Gianluigi Pillonetto}, editor = {Lise Getoor and Tobias Scheffer}, title = {Learning Output Kernels with Block Coordinate Descent}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {49--56}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/54\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DinuzzoOGP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GehlerRKZS11, author = {Peter V. Gehler and Carsten Rother and Martin Kiefel and Lumin Zhang and Bernhard Sch{\"{o}}lkopf}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance}, 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 = {765--773}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/2b8a61594b1f4c4db0902a8a395ced93-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GehlerRKZS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/NowozinGL10, author = {Sebastian Nowozin and Peter V. Gehler and Christoph H. Lampert}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {On Parameter Learning in CRF-Based Approaches to Object Class Image Segmentation}, booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {6316}, pages = {98--111}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15567-3\_8}, doi = {10.1007/978-3-642-15567-3\_8}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/NowozinGL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MansfieldGGR10a, author = {Alex Mansfield and Peter V. Gehler and Luc Van Gool and Carsten Rother}, editor = {Kiriakos N. Kutulakos}, title = {Visibility Maps for Improving Seam Carving}, booktitle = {Trends and Topics in Computer Vision - {ECCV} 2010 Workshops, Heraklion, Crete, Greece, September 10-11, 2010, Revised Selected Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6554}, pages = {131--144}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-35740-4\_11}, doi = {10.1007/978-3-642-35740-4\_11}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MansfieldGGR10a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MansfieldGGR10, author = {Alex Mansfield and Peter V. Gehler and Luc Van Gool and Carsten Rother}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Scene Carving: Scene Consistent Image Retargeting}, booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6311}, pages = {143--156}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15549-9\_11}, doi = {10.1007/978-3-642-15549-9\_11}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MansfieldGGR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/de/Gehler2009, author = {Peter Vincent Gehler}, title = {Kernel learning approaches for image classification}, school = {Saarland University}, year = {2009}, url = {http://scidok.sulb.uni-saarland.de/volltexte/2010/2952/}, urn = {urn:nbn:de:bsz:291-scidok-29524}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/de/Gehler2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/GehlerN09, author = {Peter V. Gehler and Sebastian Nowozin}, title = {Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {2836--2843}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206592}, doi = {10.1109/CVPR.2009.5206592}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/GehlerN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/GehlerN09, author = {Peter V. Gehler and Sebastian Nowozin}, title = {On feature combination for multiclass object classification}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {221--228}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459169}, doi = {10.1109/ICCV.2009.5459169}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/GehlerN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/GehlerRBMS08, author = {Peter V. Gehler and Carsten Rother and Andrew Blake and Thomas P. Minka and Toby Sharp}, title = {Bayesian color constancy revisited}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587765}, doi = {10.1109/CVPR.2008.4587765}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/GehlerRBMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/GehlerC07, author = {Peter V. Gehler and Olivier Chapelle}, editor = {Marina Meila and Xiaotong Shen}, title = {Deterministic Annealing for Multiple-Instance Learning}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {123--130}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/gehler07a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GehlerC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GehlerHW06, author = {Peter V. Gehler and Alex Holub and Max Welling}, editor = {William W. Cohen and Andrew W. Moore}, title = {The rate adapting poisson model for information retrieval and object recognition}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {337--344}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143887}, doi = {10.1145/1143844.1143887}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/GehlerHW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GehlerW05, author = {Peter V. Gehler and Max Welling}, title = {Products of Edge-perts}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {419--426}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/74378afe5e8b20910cf1f939e57f0480-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GehlerW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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