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ORCIDBibTeX records: Kayhan Batmanghelich
@article{DBLP:journals/mia/YuSCRCB24,
author = {Ke Yu and
Li Sun and
Junxiang Chen and
Maxwell Reynolds and
Tigmanshu Chaudhary and
Kayhan Batmanghelich},
title = {DrasCLR: {A} self-supervised framework of learning disease-related
and anatomy-specific representation for 3D lung {CT} images},
journal = {Medical Image Anal.},
volume = {92},
pages = {103062},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103062},
doi = {10.1016/J.MEDIA.2023.103062},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/YuSCRCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DorentKIBRJGCMB23,
author = {Reuben Dorent and
Aaron Kujawa and
Marina Ivory and
Spyridon Bakas and
Nicola Rieke and
Samuel Joutard and
Ben Glocker and
M. Jorge Cardoso and
Marc Modat and
Kayhan Batmanghelich and
Arseniy Belkov and
Maria G. Baldeon Calisto and
Jae Won Choi and
Benoit M. Dawant and
Hexin Dong and
Sergio Escalera and
Yubo Fan and
Lasse Hansen and
Mattias P. Heinrich and
Smriti Joshi and
Victoriya Kashtanova and
Hyeongyu Kim and
Satoshi Kondo and
Christian N. Kruse and
Susana K. Lai{-}Yuen and
Hao Li and
Han Liu and
Buntheng Ly and
Ipek Oguz and
Hyungseob Shin and
Boris Shirokikh and
Zixian Su and
Guotai Wang and
Jianghao Wu and
Yanwu Xu and
Kai Yao and
Li Zhang and
S{\'{e}}bastien Ourselin and
Jonathan Shapey and
Tom Vercauteren},
title = {CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation
techniques for vestibular schwannoma and cochlea segmentation},
journal = {Medical Image Anal.},
volume = {83},
pages = {102628},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102628},
doi = {10.1016/J.MEDIA.2022.102628},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/DorentKIBRJGCMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SinglaEPWB23,
author = {Sumedha Singla and
Motahhare Eslami and
Brian Pollack and
Stephen Wallace and
Kayhan Batmanghelich},
title = {Explaining the black-box smoothly - {A} counterfactual approach},
journal = {Medical Image Anal.},
volume = {84},
pages = {102721},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102721},
doi = {10.1016/J.MEDIA.2022.102721},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/SinglaEPWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunLBFZ23,
author = {Li Sun and
Florian Luisier and
Kayhan Batmanghelich and
Dinei A. F. Flor{\^{e}}ncio and
Cha Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {From Characters to Words: Hierarchical Pre-trained Language Model
for Open-vocabulary Language Understanding},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {3605--3620},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.200},
doi = {10.18653/V1/2023.ACL-LONG.200},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunLBFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhoshYAB23,
author = {Shantanu Ghosh and
Ke Yu and
Forough Arabshahi and
Kayhan Batmanghelich},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Dividing and Conquering a BlackBox to a Mixture of Interpretable Models:
Route, Interpret, Repeat},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {11360--11397},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ghosh23c.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhoshYAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/MinaEBTBV23,
author = {Amir I. Mina and
Jeremy U. Espino and
Allison M. Bradley and
Parthasarathy Thirumala and
Kayhan Batmanghelich and
Shyam Visweswaran},
editor = {Jen Bichel{-}Findlay and
Paula Otero and
Philip Scott and
Elaine Huesing},
title = {Time-Series Aware Metrics for the Evaluation of Intraoperative Electroencephalography-Based
Ischemia Detection},
booktitle = {{MEDINFO} 2023 - The Future Is Accessible - Proceedings of the 19th
World Congress on Medical and Health Informatics, Sydney, NSW, Australia,
8-12 July 2023},
series = {Studies in Health Technology and Informatics},
volume = {310},
pages = {274--278},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/SHTI230970},
doi = {10.3233/SHTI230970},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/MinaEBTBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RagozaB23,
author = {Matthew Ragoza and
Kayhan Batmanghelich},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Physics-Informed Neural Networks for Tissue Elasticity Reconstruction
in Magnetic Resonance Elastography},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14229},
pages = {333--343},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43999-5\_32},
doi = {10.1007/978-3-031-43999-5\_32},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RagozaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GhoshYB23,
author = {Shantanu Ghosh and
Ke Yu and
Kayhan Batmanghelich},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Distilling BlackBox to Interpretable Models for Efficient Transfer
Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14221},
pages = {628--638},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43895-0\_59},
doi = {10.1007/978-3-031-43895-0\_59},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GhoshYB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0003GXWGBH23,
author = {Yanwu Xu and
Mingming Gong and
Shaoan Xie and
Wei Wei and
Matthias Grundmann and
Kayhan Batmanghelich and
Tingbo Hou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Semi-Implicit Denoising Diffusion Models (SIDDMs)},
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/3882ca2c952276247fe9a993193b00e4-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0003GXWGBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SinglaMATB23,
author = {Sumedha Singla and
Nihal Murali and
Forough Arabshahi and
Sofia Triantafyllou and
Kayhan Batmanghelich},
title = {Augmentation by Counterfactual Explanation -Fixing an Overconfident
Classifier},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4709--4719},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00470},
doi = {10.1109/WACV56688.2023.00470},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/SinglaMATB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09344,
author = {Nihal Murali and
Aahlad Manas Puli and
Ke Yu and
Rajesh Ranganath and
Kayhan Batmanghelich},
title = {Shortcut Learning Through the Lens of Early Training Dynamics},
journal = {CoRR},
volume = {abs/2302.09344},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09344},
doi = {10.48550/ARXIV.2302.09344},
eprinttype = {arXiv},
eprint = {2302.09344},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10289,
author = {Shantanu Ghosh and
Ke Yu and
Forough Arabshahi and
Kayhan Batmanghelich},
title = {Route, Interpret, Repeat: Blurring the Line Between Post hoc Explainability
and Interpretable Models},
journal = {CoRR},
volume = {abs/2302.10289},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10289},
doi = {10.48550/ARXIV.2302.10289},
eprinttype = {arXiv},
eprint = {2302.10289},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10390,
author = {Ke Yu and
Li Sun and
Junxiang Chen and
Maxwell Reynolds and
Tigmanshu Chaudhary and
Kayhan Batmanghelich},
title = {DrasCLR: {A} Self-supervised Framework of Learning Disease-related
and Anatomy-specific Representation for 3D Medical Images},
journal = {CoRR},
volume = {abs/2302.10390},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10390},
doi = {10.48550/ARXIV.2302.10390},
eprinttype = {arXiv},
eprint = {2302.10390},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14571,
author = {Li Sun and
Florian Luisier and
Kayhan Batmanghelich and
Dinei A. F. Flor{\^{e}}ncio and
Cha Zhang},
title = {From Characters to Words: Hierarchical Pre-trained Language Model
for Open-vocabulary Language Understanding},
journal = {CoRR},
volume = {abs/2305.14571},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14571},
doi = {10.48550/ARXIV.2305.14571},
eprinttype = {arXiv},
eprint = {2305.14571},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17303,
author = {Shantanu Ghosh and
Ke Yu and
Kayhan Batmanghelich},
title = {Distilling BlackBox to Interpretable models for Efficient Transfer
Learning},
journal = {CoRR},
volume = {abs/2305.17303},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17303},
doi = {10.48550/ARXIV.2305.17303},
eprinttype = {arXiv},
eprint = {2305.17303},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12511,
author = {Yanwu Xu and
Mingming Gong and
Shaoan Xie and
Wei Wei and
Matthias Grundmann and
Kayhan Batmanghelich and
Tingbo Hou},
title = {Semi-Implicit Denoising Diffusion Models (SIDDMs)},
journal = {CoRR},
volume = {abs/2306.12511},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12511},
doi = {10.48550/ARXIV.2306.12511},
eprinttype = {arXiv},
eprint = {2306.12511},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05350,
author = {Shantanu Ghosh and
Ke Yu and
Forough Arabshahi and
Kayhan Batmanghelich},
title = {Dividing and Conquering a BlackBox to a Mixture of Interpretable Models:
Route, Interpret, Repeat},
journal = {CoRR},
volume = {abs/2307.05350},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05350},
doi = {10.48550/ARXIV.2307.05350},
eprinttype = {arXiv},
eprint = {2307.05350},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13698,
author = {Shantanu Ghosh and
Kayhan Batmanghelich},
title = {Exploring the Lottery Ticket Hypothesis with Explainability Methods:
Insights into Sparse Network Performance},
journal = {CoRR},
volume = {abs/2307.13698},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13698},
doi = {10.48550/ARXIV.2307.13698},
eprinttype = {arXiv},
eprint = {2307.13698},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16139,
author = {Ke Yu and
Stephen Albro and
Giulia DeSalvo and
Suraj Kothawade and
Abdullah Rashwan and
Sasan Tavakkol and
Kayhan Batmanghelich and
Xiaoqi Yin},
title = {Two-Step Active Learning for Instance Segmentation with Uncertainty
and Diversity Sampling},
journal = {CoRR},
volume = {abs/2309.16139},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16139},
doi = {10.48550/ARXIV.2309.16139},
eprinttype = {arXiv},
eprint = {2309.16139},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03559,
author = {Yanwu Xu and
Li Sun and
Wei Peng and
Shyam Visweswaran and
Kayhan Batmanghelich},
title = {MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D {CT}
Images},
journal = {CoRR},
volume = {abs/2310.03559},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03559},
doi = {10.48550/ARXIV.2310.03559},
eprinttype = {arXiv},
eprint = {2310.03559},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/SunCXGYB22,
author = {Li Sun and
Junxiang Chen and
Yanwu Xu and
Mingming Gong and
Ke Yu and
Kayhan Batmanghelich},
title = {Hierarchical Amortized {GAN} for 3D High Resolution Medical Image
Synthesis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {8},
pages = {3966--3975},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2022.3172976},
doi = {10.1109/JBHI.2022.3172976},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/SunCXGYB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SaeediUSBL22,
author = {Ardavan Saeedi and
Yuria Utsumi and
Li Sun and
Kayhan Batmanghelich and
Li{-}Wei H. Lehman},
title = {Knowledge Distillation via Constrained Variational Inference},
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 = {8132--8140},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20786},
doi = {10.1609/AAAI.V36I7.20786},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SaeediUSBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0003XW0GB22,
author = {Yanwu Xu and
Shaoan Xie and
Wenhao Wu and
Kun Zhang and
Mingming Gong and
Kayhan Batmanghelich},
title = {Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image
Translation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {18290--18299},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01777},
doi = {10.1109/CVPR52688.2022.01777},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/0003XW0GB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YuGLDB22,
author = {Ke Yu and
Shantanu Ghosh and
Zhexiong Liu and
Christopher Deible and
Kayhan Batmanghelich},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest
X-rays},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13435},
pages = {658--668},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16443-9\_63},
doi = {10.1007/978-3-031-16443-9\_63},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/YuGLDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XuXRRGB22,
author = {Yanwu Xu and
Shaoan Xie and
Maxwell Reynolds and
Matthew Ragoza and
Mingming Gong and
Kayhan Batmanghelich},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Adversarial Consistency for Single Domain Generalization in Medical
Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {13437},
pages = {671--681},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16449-1\_64},
doi = {10.1007/978-3-031-16449-1\_64},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/XuXRRGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02831,
author = {Reuben Dorent and
Aaron Kujawa and
Marina Ivory and
Spyridon Bakas and
Nicola Rieke and
Samuel Joutard and
Ben Glocker and
Jorge Cardoso and
Marc Modat and
Kayhan Batmanghelich and
Arseniy Belkov and
Maria G. Baldeon Calisto and
Jae Won Choi and
Benoit M. Dawant and
Hexin Dong and
Sergio Escalera and
Yubo Fan and
Lasse Hansen and
Mattias P. Heinrich and
Smriti Joshi and
Victoriya Kashtanova and
Hyeongyu Kim and
Satoshi Kondo and
Christian N. Kruse and
Susana K. Lai{-}Yuen and
Hao Li and
Han Liu and
Buntheng Ly and
Ipek Oguz and
Hyungseob Shin and
Boris Shirokikh and
Zixian Su and
Guotai Wang and
Jianghao Wu and
Yanwu Xu and
Kai Yao and
Li Zhang and
S{\'{e}}bastien Ourselin and
Jonathan Shapey and
Tom Vercauteren},
title = {CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation
techniques for Vestibular Schwnannoma and Cochlea Segmentation},
journal = {CoRR},
volume = {abs/2201.02831},
year = {2022},
url = {https://arxiv.org/abs/2201.02831},
eprinttype = {arXiv},
eprint = {2201.02831},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12707,
author = {Yanwu Xu and
Shaoan Xie and
Wenhao Wu and
Kun Zhang and
Mingming Gong and
Kayhan Batmanghelich},
title = {Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image
Translation},
journal = {CoRR},
volume = {abs/2203.12707},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12707},
doi = {10.48550/ARXIV.2203.12707},
eprinttype = {arXiv},
eprint = {2203.12707},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12704,
author = {Ke Yu and
Shantanu Ghosh and
Zhexiong Liu and
Christopher Deible and
Kayhan Batmanghelich},
title = {Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest
X-rays},
journal = {CoRR},
volume = {abs/2206.12704},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12704},
doi = {10.48550/ARXIV.2206.12704},
eprinttype = {arXiv},
eprint = {2206.12704},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13737,
author = {Yanwu Xu and
Shaoan Xie and
Maxwell Reynolds and
Matthew Ragoza and
Mingming Gong and
Kayhan Batmanghelich},
title = {Adversarial Consistency for Single Domain Generalization in Medical
Image Segmentation},
journal = {CoRR},
volume = {abs/2206.13737},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13737},
doi = {10.48550/ARXIV.2206.13737},
eprinttype = {arXiv},
eprint = {2206.13737},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02957,
author = {Li Sun and
Ke Yu and
Kayhan Batmanghelich},
title = {Context-aware Self-supervised Learning for Medical Images Using Graph
Neural Network},
journal = {CoRR},
volume = {abs/2207.02957},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02957},
doi = {10.48550/ARXIV.2207.02957},
eprinttype = {arXiv},
eprint = {2207.02957},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06361,
author = {Ke Yu and
Shyam Visweswaran and
Kayhan Batmanghelich},
title = {Hyperbolic Molecular Representation Learning for Drug Repositioning},
journal = {CoRR},
volume = {abs/2208.06361},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06361},
doi = {10.48550/ARXIV.2208.06361},
eprinttype = {arXiv},
eprint = {2208.06361},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12196,
author = {Sumedha Singla and
Nihal Murali and
Forough Arabshahi and
Sofia Triantafyllou and
Kayhan Batmanghelich},
title = {Augmentation by Counterfactual Explanation - Fixing an Overconfident
Classifier},
journal = {CoRR},
volume = {abs/2210.12196},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12196},
doi = {10.48550/ARXIV.2210.12196},
eprinttype = {arXiv},
eprint = {2210.12196},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GongLSSTTZB21,
author = {Mingming Gong and
Peng Liu and
Frank C. Sciurba and
Petar Stojanov and
Dacheng Tao and
George C. Tseng and
Kun Zhang and
Kayhan Batmanghelich},
title = {Unpaired data empowers association tests},
journal = {Bioinform.},
volume = {37},
number = {6},
pages = {785--792},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btaa886},
doi = {10.1093/BIOINFORMATICS/BTAA886},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/GongLSSTTZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunYB21,
author = {Li Sun and
Ke Yu and
Kayhan Batmanghelich},
title = {Context Matters: Graph-based Self-supervised Representation Learning
for Medical 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 = {4874--4882},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16620},
doi = {10.1609/AAAI.V35I6.16620},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunYB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ChenSYB21,
author = {Junxiang Chen and
Li Sun and
Ke Yu and
Kayhan Batmanghelich},
editor = {Yufei Huang and
Lukasz A. Kurgan and
Feng Luo and
Xiaohua Hu and
Yidong Chen and
Edward R. Dougherty and
Andrzej Kloczkowski and
Yaohang Li},
title = {Extracting Disease-Relevant Features with Adversarial Regularization},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2021, Houston, TX, USA, December 9-12, 2021},
pages = {3464--3471},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BIBM52615.2021.9669878},
doi = {10.1109/BIBM52615.2021.9669878},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/ChenSYB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JenaSB21,
author = {Rohit Jena and
Sumedha Singla and
Kayhan Batmanghelich},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Self-supervised Vessel Enhancement Using Flow-Based Consistencies},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12902},
pages = {242--251},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87196-3\_23},
doi = {10.1007/978-3-030-87196-3\_23},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/JenaSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SinglaWTB21,
author = {Sumedha Singla and
Stephen Wallace and
Sofia Triantafillou and
Kayhan Batmanghelich},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Using Causal Analysis for Conceptual Deep Learning Explanation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {519--528},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_49},
doi = {10.1007/978-3-030-87199-4\_49},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SinglaWTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SaeediYSPWSB21,
author = {Ardavan Saeedi and
Payman Yadollahpour and
Sumedha Singla and
Brian Pollack and
William M. Wells III and
Frank C. Sciurba and
Kayhan Batmanghelich},
editor = {Ken Jung and
Serena Yeung and
Mark P. Sendak and
Michael W. Sjoding and
Rajesh Ranganath},
title = {Incorporating External Information in Tissue Subtyping: {A} Topic
Modeling Approach},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2021, 6-7 August 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {149},
pages = {478--505},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v149/saeedi21a.html},
timestamp = {Wed, 27 Apr 2022 11:04:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/SaeediYSPWSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RobinsonSYBJS21,
author = {Joshua Robinson and
Li Sun and
Ke Yu and
Kayhan Batmanghelich and
Stefanie Jegelka and
Suvrit Sra},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Can contrastive learning avoid shortcut solutions?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4974--4986},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/27934a1f19d678a1377c257b9a780e80-Abstract.html},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RobinsonSYBJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04230,
author = {Sumedha Singla and
Brian Pollack and
Stephen Wallace and
Kayhan Batmanghelich},
title = {Explaining the Black-box Smoothly- {A} Counterfactual Approach},
journal = {CoRR},
volume = {abs/2101.04230},
year = {2021},
url = {https://arxiv.org/abs/2101.04230},
eprinttype = {arXiv},
eprint = {2101.04230},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05145,
author = {Rohit Jena and
Sumedha Singla and
Kayhan Batmanghelich},
title = {Self-Supervised Vessel Enhancement Using Flow-Based Consistencies},
journal = {CoRR},
volume = {abs/2101.05145},
year = {2021},
url = {https://arxiv.org/abs/2101.05145},
eprinttype = {arXiv},
eprint = {2101.05145},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11230,
author = {Joshua Robinson and
Li Sun and
Ke Yu and
Kayhan Batmanghelich and
Stefanie Jegelka and
Suvrit Sra},
title = {Can contrastive learning avoid shortcut solutions?},
journal = {CoRR},
volume = {abs/2106.11230},
year = {2021},
url = {https://arxiv.org/abs/2106.11230},
eprinttype = {arXiv},
eprint = {2106.11230},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06098,
author = {Sumedha Singla and
Stephen Wallace and
Sofia Triantafillou and
Kayhan Batmanghelich},
title = {Using Causal Analysis for Conceptual Deep Learning Explanation},
journal = {CoRR},
volume = {abs/2107.06098},
year = {2021},
url = {https://arxiv.org/abs/2107.06098},
eprinttype = {arXiv},
eprint = {2107.06098},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08432,
author = {Yanwu Xu and
Mingming Gong and
Shaoan Xie and
Kayhan Batmanghelich},
title = {Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding
BoxSupervision},
journal = {CoRR},
volume = {abs/2108.08432},
year = {2021},
url = {https://arxiv.org/abs/2108.08432},
eprinttype = {arXiv},
eprint = {2108.08432},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/YuVB20,
author = {Ke Yu and
Shyam Visweswaran and
Kayhan Batmanghelich},
title = {Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {12},
pages = {5647--5657},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.0c00681},
doi = {10.1021/ACS.JCIM.0C00681},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/YuVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenB20,
author = {Junxiang Chen and
Kayhan Batmanghelich},
title = {Weakly Supervised Disentanglement by Pairwise Similarities},
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 = {3495--3502},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5754},
doi = {10.1609/AAAI.V34I04.5754},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuGCLZB20,
author = {Yanwu Xu and
Mingming Gong and
Junxiang Chen and
Tongliang Liu and
Kun Zhang and
Kayhan Batmanghelich},
title = {Generative-Discriminative Complementary 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 = {6526--6533},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6126},
doi = {10.1609/AAAI.V34I04.6126},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuGCLZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RavanbakhshTLKB20,
author = {Mahdyar Ravanbakhsh and
Vadim Tschernezki and
Felix Last and
Tassilo Klein and
Kayhan Batmanghelich and
Volker Tresp and
Moin Nabi},
title = {Human-Machine Collaboration for Medical Image Segmentation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1040--1044},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053555},
doi = {10.1109/ICASSP40776.2020.9053555},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/RavanbakhshTLKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SinglaPCB20,
author = {Sumedha Singla and
Brian Pollack and
Junxiang Chen and
Kayhan Batmanghelich},
title = {Explanation by Progressive Exaggeration},
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=H1xFWgrFPS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SinglaPCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuLG0BT20,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Kun Zhang and
Kayhan Batmanghelich and
Dacheng Tao},
title = {Label-Noise Robust Domain Adaptation},
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 = {10913--10924},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuLG0BT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00986,
author = {Ke Yu and
Shyam Visweswaran and
Kayhan Batmanghelich},
title = {Semi-Supervised Hierarchical Drug Embedding in Hyperbolic Space},
journal = {CoRR},
volume = {abs/2006.00986},
year = {2020},
url = {https://arxiv.org/abs/2006.00986},
eprinttype = {arXiv},
eprint = {2006.00986},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01910,
author = {Li Sun and
Junxiang Chen and
Yanwu Xu and
Mingming Gong and
Ke Yu and
Kayhan Batmanghelich},
title = {Hierarchical Amortized Training for Memory-efficient High Resolution
3D {GAN}},
journal = {CoRR},
volume = {abs/2008.01910},
year = {2020},
url = {https://arxiv.org/abs/2008.01910},
eprinttype = {arXiv},
eprint = {2008.01910},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06457,
author = {Li Sun and
Ke Yu and
Kayhan Batmanghelich},
title = {Context Matters: Graph-based Self-supervised Representation Learning
for Medical Images},
journal = {CoRR},
volume = {abs/2012.06457},
year = {2020},
url = {https://arxiv.org/abs/2012.06457},
eprinttype = {arXiv},
eprint = {2012.06457},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FuGWB0T19,
author = {Huan Fu and
Mingming Gong and
Chaohui Wang and
Kayhan Batmanghelich and
Kun Zhang and
Dacheng Tao},
title = {Geometry-Consistent Generative Adversarial Networks for One-Sided
Unsupervised Domain Mapping},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {2427--2436},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Fu\_Geometry-Consistent\_Generative\_Adversarial\_Networks\_for\_One-Sided\_Unsupervised\_Domain\_Mapping\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00253},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/FuGWB0T19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GongXL0B19,
author = {Mingming Gong and
Yanwu Xu and
Chunyuan Li and
Kun Zhang and
Kayhan Batmanghelich},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Twin Auxilary Classifiers {GAN}},
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 = {1328--1337},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/4ea06fbc83cdd0a06020c35d50e1e89a-Abstract.html},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GongXL0B19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07076,
author = {Yanwu Xu and
Mingming Gong and
Tongliang Liu and
Kayhan Batmanghelich and
Chaohui Wang},
title = {Robust Angular Local Descriptor Learning},
journal = {CoRR},
volume = {abs/1901.07076},
year = {2019},
url = {http://arxiv.org/abs/1901.07076},
eprinttype = {arXiv},
eprint = {1901.07076},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01612,
author = {Yanwu Xu and
Mingming Gong and
Junxiang Chen and
Tongliang Liu and
Kun Zhang and
Kayhan Batmanghelich},
title = {Generative-Discriminative Complementary Learning},
journal = {CoRR},
volume = {abs/1904.01612},
year = {2019},
url = {http://arxiv.org/abs/1904.01612},
eprinttype = {arXiv},
eprint = {1904.01612},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01044,
author = {Junxiang Chen and
Kayhan Batmanghelich},
title = {Weakly Supervised Disentanglement by Pairwise Similarities},
journal = {CoRR},
volume = {abs/1906.01044},
year = {2019},
url = {http://arxiv.org/abs/1906.01044},
eprinttype = {arXiv},
eprint = {1906.01044},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02690,
author = {Mingming Gong and
Yanwu Xu and
Chunyuan Li and
Kun Zhang and
Kayhan Batmanghelich},
title = {Twin Auxiliary Classifiers {GAN}},
journal = {CoRR},
volume = {abs/1907.02690},
year = {2019},
url = {http://arxiv.org/abs/1907.02690},
eprinttype = {arXiv},
eprint = {1907.02690},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06882,
author = {Yipeng Mou and
Mingming Gong and
Huan Fu and
Kayhan Batmanghelich and
Kun Zhang and
Dacheng Tao},
title = {Learning Depth from Monocular Videos Using Synthetic Data: {A} Temporally-Consistent
Domain Adaptation Approach},
journal = {CoRR},
volume = {abs/1907.06882},
year = {2019},
url = {http://arxiv.org/abs/1907.06882},
eprinttype = {arXiv},
eprint = {1907.06882},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05898,
author = {Junxiang Chen and
Kayhan Batmanghelich},
title = {Robust Ordinal {VAE:} Employing Noisy Pairwise Comparisons for Disentanglement},
journal = {CoRR},
volume = {abs/1910.05898},
year = {2019},
url = {http://arxiv.org/abs/1910.05898},
eprinttype = {arXiv},
eprint = {1910.05898},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00483,
author = {Sumedha Singla and
Brian Pollack and
Junxiang Chen and
Kayhan Batmanghelich},
title = {Explanation by Progressive Exaggeration},
journal = {CoRR},
volume = {abs/1911.00483},
year = {2019},
url = {http://arxiv.org/abs/1911.00483},
eprinttype = {arXiv},
eprint = {1911.00483},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/braininf/HuismanMBLR18,
author = {Sjoerd M. H. Huisman and
Ahmed Mahfouz and
Nematollah Kayhan Batmanghelich and
Boudewijn P. F. Lelieveldt and
Marcel J. T. Reinders},
title = {A structural equation model for imaging genetics using spatial transcriptomics},
journal = {Brain Informatics},
volume = {5},
number = {2},
year = {2018},
url = {https://doi.org/10.1186/s40708-018-0091-0},
doi = {10.1186/S40708-018-0091-0},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/braininf/HuismanMBLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/XuGLBW18,
author = {Yanwu Xu and
Mingming Gong and
Tongliang Liu and
Kayhan Batmanghelich and
Chaohui Wang},
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {Robust Angular Local Descriptor Learning},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11365},
pages = {420--435},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-20873-8\_27},
doi = {10.1007/978-3-030-20873-8\_27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/XuGLBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FuGWBT18,
author = {Huan Fu and
Mingming Gong and
Chaohui Wang and
Kayhan Batmanghelich and
Dacheng Tao},
title = {Deep Ordinal Regression Network for Monocular Depth Estimation},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {2002--2011},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Fu\_Deep\_Ordinal\_Regression\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00214},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FuGWBT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YuLGBT18,
author = {Xiyu Yu and
Tongliang Liu and
Mingming Gong and
Kayhan Batmanghelich and
Dacheng Tao},
title = {An Efficient and Provable Approach for Mixture Proportion Estimation
Using Linear Independence Assumption},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {4480--4489},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Yu\_An\_Efficient\_and\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00471},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YuLGBT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XuGFTZB18,
author = {Yanwu Xu and
Mingming Gong and
Huan Fu and
Dacheng Tao and
Kun Zhang and
Kayhan Batmanghelich},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Farahani Keyvan and
Mauricio Reyes and
Theo van Walsum},
title = {Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11384},
pages = {222--233},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11726-9\_20},
doi = {10.1007/978-3-030-11726-9\_20},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/XuGFTZB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SinglaGRSPB18,
author = {Sumedha Singla and
Mingming Gong and
Siamak Ravanbakhsh and
Frank C. Sciurba and
Barnab{\'{a}}s P{\'{o}}czos and
Kayhan N. Batmanghelich},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Subject2Vec: Generative-Discriminative Approach from a Set of Image
Patches to a Vector},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {502--510},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_57},
doi = {10.1007/978-3-030-00928-1\_57},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SinglaGRSPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0001GRBSG18,
author = {Kun Zhang and
Mingming Gong and
Joseph D. Ramsey and
Kayhan Batmanghelich and
Peter Spirtes and
Clark Glymour},
editor = {Amir Globerson and
Ricardo Silva},
title = {Causal Discovery with Linear Non-Gaussian Models under Measurement
Error: Structural Identifiability Results},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {1063--1072},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/372.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/0001GRBSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04333,
author = {Mingming Gong and
Kun Zhang and
Biwei Huang and
Clark Glymour and
Dacheng Tao and
Kayhan Batmanghelich},
title = {Causal Generative Domain Adaptation Networks},
journal = {CoRR},
volume = {abs/1804.04333},
year = {2018},
url = {http://arxiv.org/abs/1804.04333},
eprinttype = {arXiv},
eprint = {1804.04333},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02446,
author = {Huan Fu and
Mingming Gong and
Chaohui Wang and
Kayhan Batmanghelich and
Dacheng Tao},
title = {Deep Ordinal Regression Network for Monocular Depth Estimation},
journal = {CoRR},
volume = {abs/1806.02446},
year = {2018},
url = {http://arxiv.org/abs/1806.02446},
eprinttype = {arXiv},
eprint = {1806.02446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-11217,
author = {Sumedha Singla and
Mingming Gong and
Siamak Ravanbakhsh and
Frank C. Sciurba and
Barnab{\'{a}}s P{\'{o}}czos and
Kayhan N. Batmanghelich},
title = {Subject2Vec: Generative-Discriminative Approach from a Set of Image
Patches to a Vector},
journal = {CoRR},
volume = {abs/1806.11217},
year = {2018},
url = {http://arxiv.org/abs/1806.11217},
eprinttype = {arXiv},
eprint = {1806.11217},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-11217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05852,
author = {Huan Fu and
Mingming Gong and
Chaohui Wang and
Kayhan Batmanghelich and
Kun Zhang and
Dacheng Tao},
title = {Geometry-Consistent Adversarial Networks for One-Sided Unsupervised
Domain Mapping},
journal = {CoRR},
volume = {abs/1809.05852},
year = {2018},
url = {http://arxiv.org/abs/1809.05852},
eprinttype = {arXiv},
eprint = {1809.05852},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03256,
author = {Hadi Salman and
Payman Yadollahpour and
Tom Fletcher and
Kayhan N. Batmanghelich},
title = {Deep Diffeomorphic Normalizing Flows},
journal = {CoRR},
volume = {abs/1810.03256},
year = {2018},
url = {http://arxiv.org/abs/1810.03256},
eprinttype = {arXiv},
eprint = {1810.03256},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02629,
author = {Spyridon Bakas and
Mauricio Reyes and
Andr{\'{a}}s Jakab and
Stefan Bauer and
Markus Rempfler and
Alessandro Crimi and
Russell Takeshi Shinohara and
Christoph Berger and
Sung Min Ha and
Martin Rozycki and
Marcel Prastawa and
Esther Alberts and
Jana Lipkov{\'{a}} and
John B. Freymann and
Justin S. Kirby and
Michel Bilello and
Hassan M. Fathallah{-}Shaykh and
Roland Wiest and
Jan Kirschke and
Benedikt Wiestler and
Rivka R. Colen and
Aikaterini Kotrotsou and
Pamela LaMontagne and
Daniel S. Marcus and
Mikhail Milchenko and
Arash Nazeri and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Ujjwal Baid and
Dongjin Kwon and
Manu Agarwal and
Mahbubul Alam and
Alberto Albiol and
Antonio Albiol and
Alex Varghese and
Tran Anh Tuan and
Tal Arbel and
Aaron Avery and
Pranjal B. and
Subhashis Banerjee and
Thomas Batchelder and
Kayhan N. Batmanghelich and
Enzo Battistella and
Martin Bendszus and
Eze Benson and
Jos{\'{e}} Bernal and
George Biros and
Mariano Cabezas and
Siddhartha Chandra and
Yi{-}Ju Chang and
et al.},
title = {Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation,
Progression Assessment, and Overall Survival Prediction in the {BRATS}
Challenge},
journal = {CoRR},
volume = {abs/1811.02629},
year = {2018},
url = {http://arxiv.org/abs/1811.02629},
eprinttype = {arXiv},
eprint = {1811.02629},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FreifeldHBF17,
author = {Oren Freifeld and
S{\o}ren Hauberg and
Kayhan Batmanghelich and
John W. Fisher III},
title = {Transformations Based on Continuous Piecewise-Affine Velocity Fields},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {12},
pages = {2496--2509},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2646685},
doi = {10.1109/TPAMI.2016.2646685},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/FreifeldHBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/CidBM17,
author = {Yashin Dicente Cid and
Kayhan Batmanghelich and
Henning M{\"{u}}ller},
editor = {Linda Cappellato and
Nicola Ferro and
Lorraine Goeuriot and
Thomas Mandl},
title = {Textured Graph-model of the Lungs for Tuberculosis Type Classification
and Drug Resistance Prediction: Participation in ImageCLEF 2017},
booktitle = {Working Notes of {CLEF} 2017 - Conference and Labs of the Evaluation
Forum, Dublin, Ireland, September 11-14, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1866},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1866/paper\_147.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:41 +0100},
biburl = {https://dblp.org/rec/conf/clef/CidBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/CidBM17a,
author = {Yashin Dicente Cid and
Kayhan Batmanghelich and
Henning M{\"{u}}ller},
editor = {Patrice Bellot and
Chiraz Trabelsi and
Josiane Mothe and
Fionn Murtagh and
Jian{-}Yun Nie and
Laure Soulier and
Eric SanJuan and
Linda Cappellato and
Nicola Ferro},
title = {Textured Graph-Based Model of the Lungs: Application on Tuberculosis
Type Classification and Multi-drug Resistance Detection},
booktitle = {Experimental {IR} Meets Multilinguality, Multimodality, and Interaction
- 9th International Conference of the {CLEF} Association, {CLEF} 2018,
Avignon, France, September 10-14, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11018},
pages = {157--168},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-98932-7\_15},
doi = {10.1007/978-3-319-98932-7\_15},
timestamp = {Mon, 05 Feb 2024 20:33:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/CidBM17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/CidMB17,
author = {Yashin Dicente Cid and
Henning M{\"{u}}ller and
Kayhan Batmanghelich},
editor = {Linda Cappellato and
Nicola Ferro and
Lorraine Goeuriot and
Thomas Mandl},
title = {BatmanLab in the ImageCLEF Tuberculosis task 2017},
booktitle = {Working Notes of {CLEF} 2017 - Conference and Labs of the Evaluation
Forum, Dublin, Ireland, September 11-14, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1866},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1866/paper\_159.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/clef/CidMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/SchabdachWCB17,
author = {Jenna Schabdach and
William M. Wells III and
Michael H. Cho and
Kayhan N. Batmanghelich},
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {A Likelihood-Free Approach for Characterizing Heterogeneous Diseases
in Large-Scale Studies},
booktitle = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
pages = {170--183},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9\_14},
doi = {10.1007/978-3-319-59050-9\_14},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/SchabdachWCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2017grail,
editor = {M. Jorge Cardoso and
Tal Arbel and
Enzo Ferrante and
Xavier Pennec and
Adrian V. Dalca and
Sarah Parisot and
Sarang C. Joshi and
Nematollah Kayhan Batmanghelich and
Aristeidis Sotiras and
Mads Nielsen and
Mert R. Sabuncu and
Tom Fletcher and
Li Shen and
Stanley Durrleman and
Stefan Sommer},
title = {Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging
Genetics - First International Workshop, {GRAIL} 2017, 6th International
Workshop, {MFCA} 2017, and Third International Workshop, MICGen 2017,
Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec City, QC,
Canada, September 10-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10551},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67675-3},
doi = {10.1007/978-3-319-67675-3},
isbn = {978-3-319-67674-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2017grail.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangGRBSG17,
author = {Kun Zhang and
Mingming Gong and
Joseph D. Ramsey and
Kayhan Batmanghelich and
Peter Spirtes and
Clark Glymour},
title = {Causal Discovery in the Presence of Measurement Error: Identifiability
Conditions},
journal = {CoRR},
volume = {abs/1706.03768},
year = {2017},
url = {http://arxiv.org/abs/1706.03768},
eprinttype = {arXiv},
eprint = {1706.03768},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangGRBSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BatmanghelichSN16,
author = {Kayhan N. Batmanghelich and
Ardavan Saeedi and
Karthik Narasimhan and
Samuel Gershman},
title = {Nonparametric Spherical Topic Modeling with Word Embeddings},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2087},
doi = {10.18653/V1/P16-2087},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BatmanghelichSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BatmanghelichSE16,
author = {Nematollah Kayhan Batmanghelich and
Ardavan Saeedi and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Michael H. Cho and
William M. Wells III},
editor = {Henning M{\"{u}}ller and
B. Michael Kelm and
Tal Arbel and
Weidong Cai and
Manual Jorge Cardoso and
Georg Langs and
Bjoern H. Menze and
Dimitris N. Metaxas and
Albert Montillo and
William M. Wells III and
Shaoting Zhang and
Albert C. S. Chung and
Mark Jenkinson and
Annemie Ribbens},
title = {Inferring Disease Status by Non-parametric Probabilistic Embedding},
booktitle = {Medical Computer Vision and Bayesian and Graphical Models for Biomedical
Imaging - {MICCAI} 2016 International Workshops, {MCV} and BAMBI,
Athens, Greece, October 21, 2016, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10081},
pages = {49--57},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-61188-4\_5},
doi = {10.1007/978-3-319-61188-4\_5},
timestamp = {Mon, 02 Oct 2023 15:15:01 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BatmanghelichSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BinderBEG16,
author = {Polina Binder and
Nematollah Kayhan Batmanghelich and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Polina Golland},
editor = {Li Wang and
Ehsan Adeli and
Qian Wang and
Yinghuan Shi and
Heung{-}Il Suk},
title = {Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort},
booktitle = {Machine Learning in Medical Imaging - 7th International Workshop,
{MLMI} 2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece,
October 17, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10019},
pages = {180--187},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47157-0\_22},
doi = {10.1007/978-3-319-47157-0\_22},
timestamp = {Mon, 12 Apr 2021 14:40:37 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BinderBEG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BatmanghelichSN16,
author = {Kayhan N. Batmanghelich and
Ardavan Saeedi and
Karthik Narasimhan and
Samuel Gershman},
title = {Nonparametric Spherical Topic Modeling with Word Embeddings},
journal = {CoRR},
volume = {abs/1604.00126},
year = {2016},
url = {http://arxiv.org/abs/1604.00126},
eprinttype = {arXiv},
eprint = {1604.00126},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BatmanghelichSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/FreifeldHBF15,
author = {Oren Freifeld and
S{\o}ren Hauberg and
Kayhan N. Batmanghelich and
John W. Fisher III},
title = {Highly-Expressive Spaces of Well-Behaved Transformations: Keeping
it Simple},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {2911--2919},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.333},
doi = {10.1109/ICCV.2015.333},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/FreifeldHBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/BatmanghelichSC15,
author = {Nematollah Kayhan Batmanghelich and
Ardavan Saeedi and
Michael H. Cho and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Polina Golland},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Generative Method to Discover Genetically Driven Image Biomarkers},
booktitle = {Information Processing in Medical Imaging - 24th International Conference,
{IPMI} 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9123},
pages = {30--42},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_3},
doi = {10.1007/978-3-319-19992-4\_3},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/BatmanghelichSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bambi/BatmanghelichCJG14,
author = {Kayhan N. Batmanghelich and
Michael H. Cho and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Polina Golland},
editor = {Manuel Jorge Cardoso and
Ivor J. A. Simpson and
Tal Arbel and
Doina Precup and
Annemie Ribbens},
title = {Spherical Topic Models for Imaging Phenotype Discovery in Genetic
Studies},
booktitle = {Bayesian and grAphical Models for Biomedical Imaging - First International
Workshop, {BAMBI} 2014, Cambridge, MA, USA, September 18, 2014, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8677},
pages = {107--117},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12289-2\_10},
doi = {10.1007/978-3-319-12289-2\_10},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bambi/BatmanghelichCJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BatmanghelichQKKGB14,
author = {Nematollah Kayhan Batmanghelich and
Gerald T. Quon and
Alex Kulesza and
Manolis Kellis and
Polina Golland and
Luke Bornn},
title = {Diversifying Sparsity Using Variational Determinantal Point Processes},
journal = {CoRR},
volume = {abs/1411.6307},
year = {2014},
url = {http://arxiv.org/abs/1411.6307},
eprinttype = {arXiv},
eprint = {1411.6307},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BatmanghelichQKKGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/BatmanghelichDSG13,
author = {Nematollah Batmanghelich and
Adrian V. Dalca and
Mert R. Sabuncu and
Polina Golland},
editor = {James C. Gee and
Sarang C. Joshi and
Kilian M. Pohl and
William M. Wells III and
Lilla Z{\"{o}}llei},
title = {Joint Modeling of Imaging and Genetics},
booktitle = {Information Processing in Medical Imaging - 23rd International Conference,
{IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7917},
pages = {766--777},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38868-2\_64},
doi = {10.1007/978-3-642-38868-2\_64},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/BatmanghelichDSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/brain/BloyIBSRV12,
author = {Luke Bloy and
Madhura Ingalhalikar and
Nematollah Batmanghelich and
Robert T. Schultz and
Timothy P. L. Roberts and
Ragini Verma},
title = {An Integrated Framework for High Angular Resolution Diffusion Imaging-Based
Investigation of Structural Connectivity},
journal = {Brain Connect.},
volume = {2},
number = {2},
pages = {69--79},
year = {2012},
url = {https://doi.org/10.1089/brain.2011.0070},
doi = {10.1089/BRAIN.2011.0070},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/brain/BloyIBSRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BatmanghelichTD12,
author = {Nematollah Batmanghelich and
Ben Taskar and
Christos Davatzikos},
title = {Generative-Discriminative Basis Learning for Medical Imaging},
journal = {{IEEE} Trans. Medical Imaging},
volume = {31},
number = {1},
pages = {51--69},
year = {2012},
url = {https://doi.org/10.1109/TMI.2011.2162961},
doi = {10.1109/TMI.2011.2162961},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BatmanghelichTD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GhanbariBBRV12,
author = {Yasser Ghanbari and
Luke Bloy and
Kayhan N. Batmanghelich and
Timothy P. L. Roberts and
Ragini Verma},
editor = {Nicholas Ayache and
Herv{\'{e}} Delingette and
Polina Golland and
Kensaku Mori},
title = {Dominant Component Analysis of Electrophysiological Connectivity Networks},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2012 - 15th International Conference, Nice, France, October 1-5, 2012,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7512},
pages = {231--238},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33454-2\_29},
doi = {10.1007/978-3-642-33454-2\_29},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GhanbariBBRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BatmanghelichYPTDA11,
author = {Kayhan N. Batmanghelich and
Dong Hye Ye and
Kilian M. Pohl and
Ben Taskar and
Christos Davatzikos},
title = {Disease classification and prediction via semi-supervised dimensionality
reduction},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {1086--1090},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872590},
doi = {10.1109/ISBI.2011.5872590},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BatmanghelichYPTDA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BatmanghelichDTD11,
author = {Nematollah Batmanghelich and
Aoyan Dong and
Ben Taskar and
Christos Davatzikos},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {Regularized Tensor Factorization for Multi-Modality Medical Image
Classification},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6893},
pages = {17--24},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23626-6\_3},
doi = {10.1007/978-3-642-23626-6\_3},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BatmanghelichDTD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BatmanghelichGK10,
author = {Nematollah Batmanghelich and
Ali Gooya and
Stathis Kanterakis and
Ben Taskar and
Christos Davatzikos},
title = {Application of trace-norm and low-rank matrix decomposition for computational
anatomy},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2010, San Francisco, CA, USA, 13-18 June, 2010},
pages = {146--153},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPRW.2010.5543596},
doi = {10.1109/CVPRW.2010.5543596},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BatmanghelichGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/BatmanghelichTD09,
author = {Nematollah Batmanghelich and
Ben Taskar and
Christos Davatzikos},
editor = {Jerry L. Prince and
Dzung L. Pham and
Kyle J. Myers},
title = {A General and Unifying Framework for Feature Construction, in Image-Based
Pattern Classification},
booktitle = {Information Processing in Medical Imaging, 21st International Conference,
{IPMI} 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5636},
pages = {423--434},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02498-6\_35},
doi = {10.1007/978-3-642-02498-6\_35},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/BatmanghelichTD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/FanBCDa08,
author = {Yong Fan and
Nematollah Batmanghelich and
Christopher M. Clark and
Christos Davatzikos and
Alzheimer's Disease Neuroimaging Initiative},
title = {Spatial patterns of brain atrophy in {MCI} patients, identified via
high-dimensional pattern classification, predict subsequent cognitive
decline},
journal = {NeuroImage},
volume = {39},
number = {4},
pages = {1731--1743},
year = {2008},
url = {https://doi.org/10.1016/j.neuroimage.2007.10.031},
doi = {10.1016/J.NEUROIMAGE.2007.10.031},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/FanBCDa08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BatmanghelichV08,
author = {Nematollah Batmanghelich and
Ragini Verma},
title = {On non-linear characterization of tissue abnormality by constructing
disease manifolds},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2008, Anchorage, AK, USA, 23-28 June, 2008},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPRW.2008.4563027},
doi = {10.1109/CVPRW.2008.4563027},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BatmanghelichV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/BatmanghelichWZ08,
author = {Kayhan N. Batmanghelich and
Xiaoying Wu and
Evangelia I. Zacharaki and
Clyde E. Markowitz and
Christos Davatzikos and
Ragini Verma},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Multiparametric tissue abnormality characterization using manifold
regularization},
booktitle = {Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2008},
series = {{SPIE} Proceedings},
volume = {6915},
pages = {691516},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.770837},
doi = {10.1117/12.770837},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/BatmanghelichWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShariatpanahiBKAS06,
author = {Hadi Fatemi Shariatpanahi and
Nematollah Batmanghelich and
Amir R. M. Kermani and
Majid Nili Ahmadabadi and
Hamid Soltanian{-}Zadeh},
title = {Distributed Behavior-based Multi-agent System for Automatic Segmentation
of Brain {MR} Images},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {4535--4542},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247079},
doi = {10.1109/IJCNN.2006.247079},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShariatpanahiBKAS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sip/BatmanghelichSA05,
author = {Nematollah Batmanghelich and
Hamid Soltanian{-}Zadeh and
Babak Nadjar Araabi},
editor = {Michael W. Marcellin},
title = {Knowledge-based segmentation: Using simultaneous shape and histogram
information to segment brain structures},
booktitle = {Signal and Image Processing {(SIP} 2005), Proceedings of the {IASTED}
International Conference, August 15-17, 2005, Honolulu, HI, {USA}},
pages = {415--419},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Wed, 18 Jul 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sip/BatmanghelichSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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