Deepak Pathak
Deepak Pathak
CMU | UC Berkeley | Facebook AI Research
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
Context encoders: Feature learning by inpainting
D Pathak, P Krahenbuhl, J Donahue, T Darrell, AA Efros
Proceedings of the IEEE conference on computer vision and pattern …, 2016
13292016
Curiosity-driven exploration by self-supervised prediction
D Pathak, P Agrawal, AA Efros, T Darrell
International Conference on Machine Learning, 2778-2787, 2017
4312017
Toward Multimodal Image-to-Image Translation
JY Zhu, R Zhang, D Pathak, T Darrell, AA Efros, O Wang, E Shechtman
Advances in Neural Information Processing Systems, 465-476, 2017
3122017
Constrained convolutional neural networks for weakly supervised segmentation
D Pathak, P Krahenbuhl, T Darrell
Proceedings of the IEEE international conference on computer vision, 1796-1804, 2015
2832015
Learning features by watching objects move
D Pathak, R Girshick, P Dollár, T Darrell, B Hariharan
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1892017
Fully convolutional multi-class multiple instance learning
D Pathak, E Shelhamer, J Long, T Darrell
arXiv preprint arXiv:1412.7144, 2014
1872014
Large-scale study of curiosity-driven learning
Y Burda, H Edwards, D Pathak, A Storkey, T Darrell, AA Efros
arXiv preprint arXiv:1808.04355, 2018
1022018
Zero-shot visual imitation
D Pathak, P Mahmoudieh, G Luo, P Agrawal, D Chen, Y Shentu, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
752018
Detector discovery in the wild: Joint multiple instance and representation learning
J Hoffman, D Pathak, T Darrell, K Saenko
Proceedings of the ieee conference on computer vision and pattern …, 2015
482015
Investigating human priors for playing video games
R Dubey, P Agrawal, D Pathak, TL Griffiths, AA Efros
arXiv preprint arXiv:1802.10217, 2018
362018
Anomaly Localization in Topic-based Analysis of Surveillance Videos
D Pathak, A Sharang, A Mukerjee
IEEE Winter Conference on Applications of Computer Vision (WACV 2015), 2015
182015
Compositional gan: Learning conditional image composition
S Azadi, D Pathak, S Ebrahimi, T Darrell
arXiv preprint arXiv:1807.07560, 2018
132018
Learning instance segmentation by interaction
D Pathak, Y Shentu, D Chen, P Agrawal, T Darrell, S Levine, J Malik
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
102018
Constrained structured regression with convolutional neural networks
D Pathak, P Krähenbühl, SX Yu, T Darrell
arXiv preprint arXiv:1511.07497, 2015
102015
Large scale visual recognition through adaptation using joint representation and multiple instance learning
J Hoffman, D Pathak, E Tzeng, J Long, S Guadarrama, T Darrell, ...
The Journal of Machine Learning Research 17 (1), 4954-4984, 2016
82016
A Comparison of Forecasting Methods: Fundamentals, Polling, Prediction Markets, and Experts.
D Pathak, D Rothschild, M Dudik
Journal of Prediction Markets 9 (2), 2015
82015
Self-Supervised Exploration via Disagreement
D Pathak, D Gandhi, A Gupta
arXiv preprint arXiv:1906.04161, 2019
72019
VisDA: A synthetic-to-real benchmark for visual domain adaptation
X Peng, B Usman, N Kaushik, D Wang, J Hoffman, K Saenko
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
62018
Learning to control self-assembling morphologies: a study of generalization via modularity
D Pathak, C Lu, T Darrell, P Isola, AA Efros
arXiv preprint arXiv:1902.05546, 2019
22019
Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller
P Sharma, D Pathak, A Gupta
Advances in Neural Information Processing Systems, 2593-2603, 2019
12019
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