A. Lerer

Most-cited papers

PyTorch: An Imperative Style, High-Performance Deep Learning Library
A. Paszke, Sam Gross, Francisco Massa, A. Lerer +17 more
2019Neural Information Processing Systems57K citations
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Self-supervised Monocular Depth Estimation with Multiple Resolution Images
A. Paszke, Sam Gross, Soumith Chintala, G. Chanan +6 more
2017Journal of Broadcast Engineering15K citations Open access
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GPT-4o System Card
OpenAI Aaron Hurst, A. Lerer, Adam P. Goucher, Adam Perelman +412 more
20245,261 citations
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Learning inverse folding from millions of predicted structures
Chloe Hsu, Robert Verkuil, J. Liu, Ze-Ming Lin +4 more
2022bioRxiv681 citations Open access
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Human-level play in the game of Diplomacy by combining language models with strategic reasoning
A. Bakhtin, Noam Brown, Emily Dinan, Gabriele Farina +22 more
2022Science649 citations
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PyTorch-BigGraph: A Large-scale Graph Embedding System
A. Lerer, Ledell Yu Wu, Jiajun Shen, Timothée Lacroix +3 more
2019USENIX workshop on Tackling computer systems problems with machine learning techniques426 citations
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Learning Physical Intuition of Block Towers by Example
A. Lerer, Sam Gross, R. Fergus
2016International Conference on Machine Learning325 citations
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"Other-Play" for Zero-Shot Coordination
Heng-Yuan Hu, A. Lerer, A. Peysakhovich, J. Foerster
2020International Conference on Machine Learning316 citations
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Deep Counterfactual Regret Minimization
Noam Brown, A. Lerer, Sam Gross, T. Sandholm
2018International Conference on Machine Learning275 citations
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A MultiPath Network for Object Detection
S. Zagoruyko, A. Lerer, Tsung-Yi Lin, Pedro H. O. Pinheiro +3 more
2016British Machine Vision Conference218 citations Open access
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Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
Noam Brown, A. Bakhtin, A. Lerer, Qucheng Gong
2020Neural Information Processing Systems209 citations
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Maintaining cooperation in complex social dilemmas using deep reinforcement learning
A. Lerer, A. Peysakhovich
2017arXiv.org177 citations
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Prosocial learning agents solve generalized Stag Hunts better than selfish ones
A. Peysakhovich, A. Lerer
2017Adaptive Agents and Multi-Agent Systems131 citations Open access
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Attention Sorting Combats Recency Bias In Long Context Language Models
A. Peysakhovich, A. Lerer
2023arXiv.org116 citations Open access
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Off-Belief Learning
Heng-Yuan Hu, A. Lerer, Brandon Cui, Luis Pineda +3 more
2021International Conference on Machine Learning108 citations
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IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding
Ronan Riochet, M. Castro, Mathieu Bernard, A. Lerer +3 more
2018IEEE Transactions on Pattern Analysis and Machine Intelligence97 citations Open access
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Improving Policies via Search in Cooperative Partially Observable Games
A. Lerer, Heng-Yuan Hu, Jakob N. Foerster, Noam Brown
2019AAAI Conference on Artificial Intelligence89 citations Open access
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SIMBA: single-cell embedding along with features
Huidong Chen, Jayoung Ryu, Michael E. Vinyard, A. Lerer +1 more
2021bioRxiv83 citations Open access
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Modeling Strong and Human-Like Gameplay with KL-Regularized Search
Athul Paul Jacob, David J. Wu, Gabriele Farina, A. Lerer +4 more
2021International Conference on Machine Learning78 citations
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IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning
Ronan Riochet, M. Castro, Mathieu Bernard, A. Lerer +3 more
2018arXiv.org78 citations
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Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
A. Bakhtin, David J. Wu, A. Lerer, Jonathan Gray +4 more
2022International Conference on Learning Representations73 citations Open access
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DREAM: Deep Regret minimization with Advantage baselines and Model-free learning
Eric Steinberger, A. Lerer, Noam Brown
2020arXiv.org70 citations
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Composable Planning with Attributes
Amy Zhang, A. Lerer, Sainbayar Sukhbaatar, R. Fergus +1 more
2018International Conference on Machine Learning68 citations
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Consequentialist conditional cooperation in social dilemmas with imperfect information
A. Peysakhovich, A. Lerer
2017AAAI Workshops68 citations
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Learning Existing Social Conventions via Observationally Augmented Self-Play
A. Lerer, A. Peysakhovich
2018AAAI/ACM Conference on AI, Ethics, and Society67 citations Open access
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Scalable Graph Neural Networks for Heterogeneous Graphs
Lingfan Yu, Jiajun Shen, Jin-Yang Li, A. Lerer
2020arXiv.org66 citations
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Human-Level Performance in No-Press Diplomacy via Equilibrium Search
Jonathan Gray, A. Lerer, A. Bakhtin, Noam Brown
2020International Conference on Learning Representations62 citations
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Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Sebastian Gehrmann, H. Strobelt, Alexander M. Rush, Fabio Kepler +496 more
201955 citations Open access
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No-Press Diplomacy from Scratch
A. Bakhtin, David J. Wu, A. Lerer, Noam Brown
2021Neural Information Processing Systems51 citations
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OpenAI GPT-4.5 System Card
A. Paino, A. Kamali, Amin Tootoonchian, Andrew Tulloch +325 more
30 citations
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Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
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Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian
Jack Parker-Holder, Luke Metz, Cinjon Resnick, Heng-Yuan Hu +5 more
2020Neural Information Processing Systems25 citations
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Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings
Heng-Yuan Hu, A. Lerer, Noam Brown, J. Foerster
2021arXiv.org22 citations
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Learning Social Conventions in Markov Games
A. Lerer, A. Peysakhovich
2018arXiv.org17 citations
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Equilibrium Finding in Normal-Form Games Via Greedy Regret Minimization
Hugh Zhang, A. Lerer, Noam Brown
2022AAAI Conference on Artificial Intelligence16 citations Open access
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Human-AI Coordination via Human-Regularized Search and Learning
Heng-Yuan Hu, David J. Wu, A. Lerer, J. Foerster +1 more
2022arXiv.org15 citations Open access
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Robust Multi-agent Counterfactual Prediction
A. Peysakhovich, Christian Kroer, A. Lerer
2019Neural Information Processing Systems12 citations
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IntPhys: A Benchmark for Visual Intuitive Physics Reasoning
Ronan Riochet, M. Castro, Mathieu Bernard, A. Lerer +3 more
201912 citations
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Towards AI that Can Solve Social Dilemmas
A. Peysakhovich, A. Lerer
2018AAAI Spring Symposia12 citations
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Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task
M. Ali, Karen, Elena Davy, Juan Abeed +496 more
202110 citations Open access
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Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
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Efficient Heterogeneous Treatment Effect Estimation With Multiple Experiments and Multiple Outcomes
Leon Yao, Caroline Lo, I. Nir, S. Tan +3 more
2022arXiv.org7 citations Open access
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Proceedings of the Third Workshop on Narrative Understanding
Gayatri Bhat, Avneesh Singh Saluja, Melody Dye, Michael Miller Yoder +496 more
20215 citations Open access
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Proceedings of the Fifth Workshop on Teaching NLP
David Jurgens, V. Kolhatkar, Lucy Li, Margot Mieskes +496 more
20215 citations Open access
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Proceedings of the Second Workshop on Economics and Natural Language Processing
Udo Hahn, V. Hoste, Zhu Drew, Zhang +496 more
20194 citations Open access
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LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Ausmit Mondal Jimmy Dani, Nitesh Saxena, Junyuan Hong +74 more
2025IJCNLP-AACL3 citations Open access
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Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
Christoph Bloomberg, Antoine Venant, Aditya Bhargava, Gerald Penn +496 more
20212 citations Open access
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Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges
K. Knight, Mathijs Mul, Willem H. Zuidema, F. M. Zanzotto +320 more
20192 citations Open access
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Proceedings of the 13th International Conference on Computational Semantics - Long Papers
S. Chatzikyriakidis, Simon Dobnik, V. Demberg, Asad B. Sayeed +496 more
20192 citations Open access
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Learning Existing Social Conventions in Markov Games
A. Lerer, A. Peysakhovich
20182 citations
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