AL
Adam Lerer
cs.AIcs.LGcs.GTcs.MAcs.CVstat.MLcs.CLAlgorithmsArtificial IntelligenceBenchmarking
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Adam Paszke, Sam Gross, Francisco Massa, James Bradbury +16
1 version
Preprints & journals
38 papers in the corpus · 2016–2024OpenAI o1 System Card2412.16720v2 · OpenAI: Aaron Jaech, Adam Kalai, Adam Lerer et al.2024 · 50 citationsarXiv
GPT-4o System Card2410.21276v1 · OpenAI: Aaron Hurst, Adam Lerer, Adam P. Goucher et al.2024 · 179 citationsarXiv
CryoDRGN-ET: deep reconstructing generative networks for visualizing dynamic biomolecules inside cells.39025970 · Rangan, Ramya, Feathers, Ryan, Khavnekar, Sagar et al.2024 · 47 citationsNature methods. 2024;21(8):1537-1545
Attention Sorting Combats Recency Bias In Long Context Language Models2310.01427v1 · Alexander Peysakhovich, Adam Lerer2023 · 6 citationsarXiv
Deep reconstructing generative networks for visualizing dynamic biomolecules inside cells10.1101/2023.08.18.553799v1 · Rangan, R., Khavnekar, S., Lerer, A. et al.2023 · 15 citationsbioRxiv
SIMBA: single-cell embedding along with features.37248389 · Chen, Huidong, Ryu, Jayoung, Vinyard, Michael E et al.2024 · 85 citationsNature methods. 2024;21(6):1003-1013
Human-level play in the game of Diplomacy by combining language models with strategic reasoning.36413172 · Meta Fundamental AI Research Diplomacy Team (FAIR)†, Bakhtin, Anton, Brown, Noam et al.2022 · 238 citationsScience (New York, N.Y.). 2022;378(6624):1067-1074
Human-AI Coordination via Human-Regularized Search and Learning2210.05125v1 · Hengyuan Hu, David J Wu, Adam Lerer et al.2022 · 0 citationsarXiv
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning2210.05492v1 · Anton Bakhtin, David J Wu, Adam Lerer et al.2022 · 12 citationsarXiv
IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding.34038357 · Riochet, Ronan, Castro, Mario Ynocente, Bernard, Mathieu et al.2022 · 19 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(9):5016-5025
Efficient Heterogeneous Treatment Effect Estimation With Multiple Experiments and Multiple Outcomes2206.04907v1 · Leon Yao, Caroline Lo, Israel Nir et al.2022 · 1 citationarXiv
Equilibrium Finding in Normal-Form Games Via Greedy Regret Minimization2204.04826v1 · Hugh Zhang, Adam Lerer, Noam Brown2022 · 6 citationsarXiv
Learning inverse folding from millions of predicted structures10.1101/2022.04.10.487779v2 · Hsu, C., Verkuil, R., Liu, J. et al.2022 · 438 citationsbioRxiv
Modeling Strong and Human-Like Gameplay with KL-Regularized Search2112.07544v2 · Athul Paul Jacob, David J. Wu, Gabriele Farina et al.2021 · 9 citationsarXiv
No-Press Diplomacy from Scratch2110.02924v1 · Anton Bakhtin, David Wu, Adam Lerer et al.2021 · 8 citationsarXiv
Exploring generative atomic models in cryo-EM reconstruction2107.01331v1 · Ellen D. Zhong, Adam Lerer, Joseph H. Davis et al.2021 · 9 citationsarXiv
Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings2106.09086v1 · Hengyuan Hu, Adam Lerer, Noam Brown et al.2021 · 2 citationsarXiv
Off-Belief Learning2103.04000v5 · Hengyuan Hu, Adam Lerer, Brandon Cui et al.2021 · 3 citationsarXiv
Scalable Graph Neural Networks for Heterogeneous Graphs2011.09679v1 · Lingfan Yu, Jiajun Shen, Jinyang Li et al.2020 · 22 citationsarXiv
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian2011.06505v1 · Jack Parker-Holder, Luke Metz, Cinjon Resnick et al.2020 · 2 citationsarXiv
Human-Level Performance in No-Press Diplomacy via Equilibrium Search2010.02923v2 · Jonathan Gray, Adam Lerer, Anton Bakhtin et al.2020 · 18 citationsarXiv
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games2007.13544v2 · Noam Brown, Anton Bakhtin, Adam Lerer et al.2020 · 70 citationsarXiv
DREAM: Deep Regret minimization with Advantage baselines and Model-free learning2006.10410v2 · Eric Steinberger, Adam Lerer, Noam Brown2020 · 22 citationsarXiv
"Other-Play" for Zero-Shot Coordination2003.02979v3 · Hengyuan Hu, Adam Lerer, Alex Peysakhovich et al.2020 · 63 citationsarXiv
The u-series: A separable decomposition for electrostatics computation with improved accuracy.32113352 · Predescu, Cristian, Lerer, Adam K, Lippert, Ross A et al.2020 · 91 citationsThe Journal of chemical physics. 2020;152(8):084113
Improving Policies via Search in Cooperative Partially Observable Games1912.02318v1 · Adam Lerer, Hengyuan Hu, Jakob Foerster et al.2019 · 46 citationsAAAI 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
Robust Multi-agent Counterfactual Prediction1904.02235v1 · Alexander Peysakhovich, Christian Kroer, Adam Lerer2019 · 8 citationsarXiv
PyTorch-BigGraph: A Large-scale Graph Embedding System1903.12287v3 · Adam Lerer, Ledell Wu, Jiajun Shen et al.2019 · 247 citationsProceedings of The Conference on Systems and Machine Learning, 2019
Deep Counterfactual Regret Minimization1811.00164v3 · Noam Brown, Adam Lerer, Sam Gross et al.2018 · 85 citationsInternational Conference on Machine Learning (ICML), 2019
Learning Existing Social Conventions via Observationally Augmented Self-Play1806.10071v3 · Adam Lerer, Alexander Peysakhovich2018 · 25 citationsarXiv
IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning1803.07616v3 · Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard et al.2018 · 33 citationsarXiv
Composable Planning with Attributes1803.00512v2 · Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar et al.2018 · 38 citationsInternational Conference on Machine Learning, 2018
Consequentialist conditional cooperation in social dilemmas with imperfect information1710.06975v2 · Alexander Peysakhovich, Adam Lerer2017 · 22 citationsProceedings of the International Conference on Learning Representations 2018
Prosocial learning agents solve generalized Stag Hunts better than selfish ones1709.02865v2 · Alexander Peysakhovich, Adam Lerer2017 · 40 citationsarXiv
Maintaining cooperation in complex social dilemmas using deep reinforcement learning1707.01068v4 · Adam Lerer, Alexander Peysakhovich2017 · 101 citationsarXiv
A MultiPath Network for Object Detection1604.02135v2 · Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin et al.2016 · 236 citationsarXiv
Learning Physical Intuition of Block Towers by Example1603.01312v1 · Adam Lerer, Sam Gross, Rob Fergus2016 · 128 citationsarXiv
Career total: 65 works. 38 are in this corpus.
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