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Mahmoud (Mido) Assran
Mahmoud (Mido) Assran
Otros nombresMido Assran, Mahmoud Assran
Research Scientist at Meta AI (FAIR)
Dirección de correo verificada de meta.com - Página principal
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Dinov2: Learning robust visual features without supervision
M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ...
arXiv preprint arXiv:2304.07193, 2023
1250*2023
Stochastic gradient push for distributed deep learning
M Assran, N Loizou, N Ballas, M Rabbat
ICML - International Conference on Machine Learning 97, 344-353, 2019
3742019
Masked siamese networks for label-efficient learning
M Assran, M Caron, I Misra, P Bojanowski, F Bordes, P Vincent, A Joulin, ...
ECCV - European Conference on Computer Vision, 2022
2412022
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
M Assran, Q Duval, I Misra, P Bojanowski, P Vincent, M Rabbat, Y LeCun, ...
CVPR - IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
1522023
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
M Assran, M Caron, I Misra, P Bojanowski, A Joulin, N Ballas, M Rabbat
ICCV - IEEE/CVF International Conference on Computer Vision, 8443-8452, 2021
1482021
Advances in asynchronous parallel and distributed optimization
M Assran, A Aytekin, H Feyzmahdavian, M Johansson, M Rabbat
Proceedings of the IEEE 108 (11), 2013-2031, 2020
862020
Asynchronous gradient-push
M Assran, M Rabbat
IEEE Transactions on Automatic Control 66 (1), 168-183, 2021
84*2021
On the convergence of Nesterov's accelerated gradient method in stochastic settings
M Assran, M Rabbat
ICML - International Conference on Machine Learning 119, 410-420, 2020
702020
Gossip-based actor-learner architectures for deep reinforcement learning
M Assran, J Romoff, N Ballas, J Pineau, M Rabbat
NeurIPS - Advances in Neural Information Processing Systems 32, 13320-13330, 2019
342019
The hidden uniform cluster prior in self-supervised learning
M Assran, R Balestriero, Q Duval, F Bordes, I Misra, P Bojanowski, ...
ICLR - International Conference on Learning Representations, 2022
322022
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations
M Assran, N Ballas, L Castrejon, M Rabbat
NeurIPS - Workshop on Self-Supervised Learning, 2020
242020
An empirical comparison of multi-agent optimization algorithms
M Assran, M Rabbat
IEEE GlobalSIP - IEEE Global Conference on Signal and Information Processing, 2017
112017
A closer look at codistillation for distributed training
S Sodhani, O Delalleau, M Assran, K Sinha, N Ballas, M Rabbat
arXiv preprint arXiv:2010.02838, 2020
82020
Revisiting feature prediction for learning visual representations from video
A Bardes, Q Garrido, J Ponce, X Chen, M Rabbat, Y LeCun, M Assran, ...
arXiv preprint arXiv:2404.08471, 2024
62024
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data
S Mo, JC Su, CY Ma, M Assran, I Misra, L Yu, S Bell
ICLR - International Conference on Learning Representations, 2023
62023
V-jepa: Latent video prediction for visual representation learning
A Bardes, Q Garrido, J Ponce, X Chen, M Rabbat, Y LeCun, M Assran, ...
62023
Memory Augmented Optimizers for Deep Learning
PA McRae, P Parthasarathi, M Assran, S Chandar
ICLR - International Conference on Learning Representations, 2022
42022
Asynchronous subgradient push: Fast, robust, and scalable multi-agent optimization
M Assran
McGill University Libraries, 2018
42018
Learning and leveraging world models in visual representation learning
Q Garrido, M Assran, N Ballas, A Bardes, L Najman, Y LeCun
arXiv preprint arXiv:2403.00504, 2024
32024
Modeling caption diversity in contrastive vision-language pretraining
S Lavoie, P Kirichenko, M Ibrahim, M Assran, AG Wildon, A Courville, ...
arXiv preprint arXiv:2405.00740, 2024
22024
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Artículos 1–20