Morcos, Ari S.

ConViT: improving vision transformers with soft convolutional inductive biases

d’Ascoli, S., Touvron, H., Leavitt, M. L., Morcos, A. S., Biroli, G., & Sagun, L. (2022) · Journal of Statistical Mechanics: Theory and Experiment

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 782

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Jaderberg, M., Czarnecki, W. M., Dunning, I., Marris, L., Lever, G., Castañeda, A. G., Beattie, C., Rabinowitz, N. C., Morcos, A. S., Ruderman, A., et al. (2019) · Science

Artificial Intelligence in GamesReinforcement Learning in Robotics

Cited by 662

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Wortsman, M., Ilharco, G., Gadre, S. Y., Roelofs, R., Gontijo-Lopes, R., Morcos, A. S., Namkoong, H., Farhadi, A., Carmon, Y., Kornblith, S., et al. (2022) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 307

On the importance of single directions for generalization

Morcos, A. S., Barrett, D. G. T., Rabinowitz, N. C., & Botvinick, M. (2018) · arXiv

Neural Networks and ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 305

Insights on representational similarity in neural networks with canonical correlation

Morcos, A. S., Raghu, M., & Bengio, S. (2018) · arXiv

Neural Networks and ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 171

Emergence of Maps in the Memories of Blind Navigation Agents

Wijmans, E., Savva, M., Essa, I., Lee, S., Morcos, A. S., & Batra, D. (2023) · AI Matters

Spatial Cognition and NavigationMemory and Neural Mechanisms

Cited by 17

Emergence of Maps in the Memories of Blind Navigation Agents

Wijmans, E., Savva, M., Essa, I., Lee, S., Morcos, A. S., & Batra, D. (2023) · arXiv

Spatial Cognition and NavigationReinforcement Learning in Robotics

Cited by 1