Rob Fergus
New York University
H-index: 83
North America-United States
Top articles of Rob Fergus
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Nethack is hard to hack | Advances in Neural Information Processing Systems | Ulyana Piterbarg Lerrel Pinto Rob Fergus | 2024/2/13 |
Reduce, reuse, recycle: Compositional generation with energy-based diffusion models and mcmc | Yilun Du Conor Durkan Robin Strudel Joshua B Tenenbaum Sander Dieleman | 2023/7/3 | |
Accelerating exploration and representation learning with offline pre-training | arXiv preprint arXiv:2304.00046 | Bogdan Mazoure Jake Bruce Doina Precup Rob Fergus Ankit Anand | 2023/3/31 |
Collaborating with language models for embodied reasoning | arXiv preprint arXiv:2302.00763 | Ishita Dasgupta Christine Kaeser-Chen Kenneth Marino Arun Ahuja Sheila Babayan | 2023/2/1 |
diff History for Long-Context Language Agents | arXiv preprint arXiv:2312.07540 | Ulyana Piterbarg Lerrel Pinto Rob Fergus | 2023/12/12 |
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders | Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum | 2023/10/13 | |
Distilling internet-scale vision-language models into embodied agents | International Conference on Machine Learning | Theodore Sumers Kenneth Marino Arun Ahuja Rob Fergus Ishita Dasgupta | 2023 |
Hierarchical reinforcement learning with natural language subgoals | arXiv preprint arXiv:2309.11564 | Arun Ahuja Kavya Kopparapu Rob Fergus Ishita Dasgupta | 2023/9/20 |
Embeddistill: A geometric knowledge distillation for information retrieval | arXiv preprint arXiv:2301.12005 | Seungyeon Kim Ankit Singh Rawat Manzil Zaheer Sadeep Jayasumana Veeranjaneyulu Sadhanala | 2023/1/27 |
Learning to navigate wikipedia by taking random walks | Advances in Neural Information Processing Systems | Manzil Zaheer Kenneth Marino Will Grathwohl John Schultz Wendy Shang | 2022/12/6 |
Learning about progress from experts | Jake Bruce Ankit Anand Bogdan Mazoure Rob Fergus | 2023 | |
Teacher guided training: An efficient framework for knowledge transfer | arXiv preprint arXiv:2208.06825 | Manzil Zaheer Ankit Singh Rawat Seungyeon Kim Chong You Himanshu Jain | 2022/8/14 |
Reinforcement learning with prototypical representations | ICML 2021 | Denis Yarats Rob Fergus Alessandro Lazaric Lerrel Pinto | 2021/2/22 |
Systems and methods for utilizing compressed convolutional neural networks to perform media content processing | 2021/9/9 | ||
Improving sample efficiency in model-free reinforcement learning from images | AAAI 2021 | Denis Yarats Amy Zhang Ilya Kostrikov Brandon Amos Joelle Pineau | 2019/10/2 |
Mastering visual continuous control: Improved data-augmented reinforcement learning | ICLR 2022 | Denis Yarats Rob Fergus Alessandro Lazaric Lerrel Pinto | 2021/7/20 |
Systems and methods for online clustering of content items | 2021/5/11 | ||
Imitation by predicting observations | Andrew Jaegle Yury Sulsky Arun Ahuja Jake Bruce Rob Fergus | 2021/7/1 | |
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences | Proceedings of the National Academy of Sciences | Alexander Rives Joshua Meier Tom Sercu Siddharth Goyal Zeming Lin | 2021/4/13 |
Offline reinforcement learning with fisher divergence critic regularization | Ilya Kostrikov Jonathan Tompson Rob Fergus Ofir Nachum | 2021/3 |
