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Ari S. Morcos
Ari S. Morcos
DatologyAI
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Zitiert von
Zitiert von
Jahr
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
9822019
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
8442021
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
7272022
Neural scene representation and rendering
SMA Eslami, D Jimenez Rezende, F Besse, F Viola, AS Morcos, ...
Science 360 (6394), 1204-1210, 2018
7222018
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
457*2020
Insights on representational similarity in neural networks with canonical correlation
AS Morcos, M Raghu, S Bengio
Neural Information Processing Systems (NeurIPS), 2018
4392018
Measuring abstract reasoning in neural networks
A Santoro, F Hill, D Barrett, A Morcos, T Lillicrap
International conference on machine learning, 4477-4486, 2018
368*2018
On the importance of single directions for generalization
AS Morcos, DGT Barrett, NC Rabinowitz, M Botvinick
International Conference on Learning Representations (ICLR), 2018
3662018
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
3132022
History-dependent variability in population dynamics during evidence accumulation in cortex
AS Morcos, CD Harvey
Nature neuroscience 19 (12), 1672-1681, 2016
2812016
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
2512019
The early phase of neural network training
J Frankle, DJ Schwab, AS Morcos
International Conference on Learning Representations (ICLR), 2020
1742020
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
1422020
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
1352021
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
1352019
Semdedup: Data-efficient learning at web-scale through semantic deduplication
A Abbas, K Tirumala, D Simig, S Ganguli, AS Morcos
arXiv preprint arXiv:2303.09540, 2023
1032023
The generalization-stability tradeoff in neural network pruning
BR Bartoldson, AS Morcos, A Barbu, G Erlebacher
Neural Information Processing Systems (NeurIPS), 2020
952020
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
932019
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
842021
Are all negatives created equal in contrastive instance discrimination?
T Cai, J Frankle, DJ Schwab, AS Morcos
Science and Engineering of Deep Learning @ ICLR, 2021
84*2021
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