Deepak Pathak

Cited by

	All	Since 2018
Citations	16073	15335
h-index	35	35
i10-index	60	58

3900

1950

975

2925

20162017201820192020202120222023152 408 1104 1805 2275 2870 3367 3893

Public access

View all

19 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Alexei A. EfrosUC BerkeleyVerified email at eecs.berkeley.edu
Pulkit AgrawalMassachusetts Institute of TechnologyVerified email at mit.edu
Philipp KrähenbühlUT AustinVerified email at cs.utexas.edu
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Abhinav GuptaAssociate Professor, Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jeff DonahueResearch Scientist, DeepMindVerified email at google.com
Igor MordatchGoogle DeepMindVerified email at google.com
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Richard ZhangSenior Research Scientist, AdobeVerified email at adobe.com
Evan ShelhamerDeepMindVerified email at deepmind.com
Danijar HafnerGoogle DeepMindVerified email at google.com
Kostas DaniilidisRuth Yalom Stone Professor of Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu
Oleh RybkinPostdoc, University of California, BerkeleyVerified email at seas.upenn.edu
Amos StorkeyProfessor of Machine Learning and AI, School of Informatics, University of Edinburgh, UKVerified email at ed.ac.uk
Piotr DollárFAIRVerified email at fb.com
Ross GirshickResearch Scientist, Facebook AI Research (FAIR)Verified email at eecs.berkeley.edu
bharath hariharanCornell UniversityVerified email at cs.cornell.edu
Judy HoffmanAssistant Professor, Georgia TechVerified email at gatech.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu

Deepak Pathak

Assistant Professor, Carnegie Mellon University

Verified email at cs.cmu.edu - Homepage

Computer Vision Deep Learning Robotics Reinforcement Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	5808	2016
Curiosity-driven exploration by self-supervised prediction D Pathak, P Agrawal, AA Efros, T Darrell International Conference on Machine Learning, 2778-2787, 2017	2403	2017
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	1615	2017
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	758	2018
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	723	2015
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	574	2017
Language models as zero-shot planners: Extracting actionable knowledge for embodied agents W Huang, P Abbeel, D Pathak, I Mordatch International Conference on Machine Learning, 9118-9147, 2022	377	2022
Fully convolutional multi-class multiple instance learning D Pathak, E Shelhamer, J Long, T Darrell arXiv preprint arXiv:1412.7144, 2014	367	2014
Self-supervised exploration via disagreement D Pathak, D Gandhi, A Gupta International conference on machine learning, 5062-5071, 2019	335	2019
Planning to explore via self-supervised world models R Sekar, O Rybkin, K Daniilidis, P Abbeel, D Hafner, D Pathak International Conference on Machine Learning, 8583-8592, 2020	303	2020
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	283	2018
Rma: Rapid motor adaptation for legged robots A Kumar, Z Fu, D Pathak, J Malik arXiv preprint arXiv:2107.04034, 2021	266	2021
Compositional gan: Learning image-conditional binary composition S Azadi, D Pathak, S Ebrahimi, T Darrell International Journal of Computer Vision 128, 2570-2585, 2020	179	2020
Investigating human priors for playing video games R Dubey, P Agrawal, D Pathak, TL Griffiths, AA Efros arXiv preprint arXiv:1802.10217, 2018	173	2018
One policy to control them all: Shared modular policies for agent-agnostic control W Huang, I Mordatch, D Pathak International Conference on Machine Learning, 4455-4464, 2020	118	2020
Learning to control self-assembling morphologies: a study of generalization via modularity D Pathak, C Lu, T Darrell, P Isola, AA Efros Advances in Neural Information Processing Systems 32, 2019	102	2019
Flavr: Flow-agnostic video representations for fast frame interpolation T Kalluri, D Pathak, M Chandraker, D Tran Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023	92	2023
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	90	2015
Third-person visual imitation learning via decoupled hierarchical controller P Sharma, D Pathak, A Gupta Advances in Neural Information Processing Systems 32, 2019	81	2019
Discovering and achieving goals via world models R Mendonca, O Rybkin, K Daniilidis, D Hafner, D Pathak Advances in Neural Information Processing Systems 34, 24379-24391, 2021	79	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors