| Human-level performance in 3D multiplayer games with population-based reinforcement learning M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castaneda, ... Science 364 (6443), 859-865, 2019 | 744 | 2019 |
| Neural scene representation and rendering SMA Eslami, D Jimenez Rezende, F Besse, F Viola, AS Morcos, ... Science 360 (6394), 1204-1210, 2018 | 586 | 2018 |
| Convit: Improving vision transformers with soft convolutional inductive biases S d'Ascoli, H Touvron, M Leavitt, A Morcos, G Biroli, L Sagun International Conference on Machine Learning (ICML) 2021, 2021 | 422 | 2021 |
| Insights on representational similarity in neural networks with canonical correlation AS Morcos, M Raghu, S Bengio Neural Information Processing Systems (NeurIPS), 2018 | 311 | 2018 |
| On the importance of single directions for generalization AS Morcos, DGT Barrett, NC Rabinowitz, M Botvinick International Conference on Learning Representations (ICLR) 2018, 2018 | 291 | 2018 |
| Decentralized Distributed PPO: Solving PointGoal Navigation E Wijmans, A Kadian, A Morcos, S Lee, I Essa, D Parikh, M Savva, ... International Conference on Learning Representations (ICLR) 2020, 2020 | 277* | 2020 |
| Measuring abstract reasoning in neural networks A Santoro, F Hill, D Barrett, A Morcos, T Lillicrap International conference on machine learning, 4477-4486, 2018 | 264* | 2018 |
| History-dependent variability in population dynamics during evidence accumulation in cortex AS Morcos, CD Harvey Nature neuroscience 19 (12), 1672-1681, 2016 | 233 | 2016 |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time M Wortsman, G Ilharco, SY Gadre, R Roelofs, R Gontijo-Lopes, ... International Conference on Machine Learning, 23965-23998, 2022 | 202 | 2022 |
| One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers AS Morcos, H Yu, M Paganini, Y Tian Neural Information Processing Systems (NeurIPS), 2019 | 193 | 2019 |
| The early phase of neural network training J Frankle, DJ Schwab, AS Morcos International Conference on Learning Representations (ICLR) 2020, 2020 | 125 | 2020 |
| Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP H Yu, S Edunov, Y Tian, AS Morcos International Conference on Learning Representations (ICLR) 2020, 2019 | 118 | 2019 |
| Analyzing biological and artificial neural networks: challenges with opportunities for synergy? DGT Barrett, AS Morcos, JH Macke Current opinion in neurobiology 55, 55-64, 2019 | 95 | 2019 |
| Training batchnorm and only batchnorm: On the expressive power of random features in cnns J Frankle, DJ Schwab, AS Morcos International Conference on Learning Representations (ICLR) 2021, 2020 | 89 | 2020 |
| Learning to Make Analogies by Contrasting Abstract Relational Structure F Hill, A Santoro, D Barrett, A Morcos, T Lillicrap International Conference on Learning Representations (ICLR) 2019, 2019 | 75 | 2019 |
| The generalization-stability tradeoff in neural network pruning BR Bartoldson, AS Morcos, A Barbu, G Erlebacher Neural Information Processing Systems (NeurIPS) 2020, 2020 | 62 | 2020 |
| Beyond neural scaling laws: beating power law scaling via data pruning B Sorscher, R Geirhos, S Shekhar, S Ganguli, AS Morcos Neural Information Processing Systems (NeurIPS) [Outstanding Paper], 2022 | 57 | 2022 |
| Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs A Ruderman, N Rabinowitz, AS Morcos, D Zoran arXiv preprint arXiv:1804.04438, 2018 | 56* | 2018 |
| Towards falsifiable interpretability research ML Leavitt, A Morcos arXiv preprint arXiv:2010.12016, 2020 | 46 | 2020 |
| Correlations enhance the behavioral readout of neural population activity in association cortex M Valente, G Pica, G Bondanelli, M Moroni, CA Runyan, AS Morcos, ... Nature neuroscience 24 (7), 975-986, 2021 | 44 | 2021 |
Avraham RudermanResearch Scientist, DeepMindПотвърден имейл адрес: google.com
