Lerer, Adam

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paszke, A., Gross, S., Massa, F., Lerer, A., Bradbury, J., Chanan, G., Killeen, T., Lin, Z., Gimelshein, N., Antiga, L., et al. (2019) · arXiv

Parallel Computing and Optimization TechniquesComputational Physics and Python Applications

Cited by 31,473

PyTorch-BigGraph: A Large-scale Graph Embedding System

Lerer, A., Wu, L., Shen, J., Lacroix, T., Wehrstedt, L., Bose, A., & Peysakhovich, A. (2019) · arXiv

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 247

Human-level play in the game of Diplomacy by combining language models with strategic reasoning

Meta Fundamental AI Research Diplomacy Team (FAIR)†, Bakhtin, A., Brown, N., Dinan, E., Farina, G., Flaherty, C., Fried, D., Goff, A., Gray, J., Hu, H., et al. (2022) · Science

Artificial Intelligence in GamesSpeech and dialogue systems

Cited by 241

GPT-4o System Card

OpenAI, :, Hurst, A., Lerer, A., Goucher, A. P., Perelman, A., Ramesh, A., Clark, A., Ostrow, A., Welihinda, A., et al. (2024) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 180

Maintaining cooperation in complex social dilemmas using deep reinforcement learning

Lerer, A., & Peysakhovich, A. (2017) · arXiv

Reinforcement Learning in RoboticsEvolutionary Game Theory and Cooperation

Cited by 101

OpenAI o1 System Card

OpenAI, :, Jaech, A., Kalai, A., Lerer, A., Richardson, A., El-Kishky, A., Low, A., Helyar, A., Madry, A., et al. (2024) · arXiv

Adversarial Robustness in Machine LearningEthics and Social Impacts of AI

Cited by 50

IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding

Riochet, R., Castro, M. Y., Bernard, M., Lerer, A., Fergus, R., Izard, V., & Dupoux, E. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Multimodal Machine Learning ApplicationsAdvanced Vision and Imaging

Cited by 19

Attention Sorting Combats Recency Bias In Long Context Language Models

Peysakhovich, A., & Lerer, A. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 6