Mahmoud Assran
6 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Cross-Pollinator (15) ๐ Renaissance Researcher (6) ๐ Conference Polyglot (5) ๐บ๏ธ Taxonomy Completionist (19)
๐งญ
Keyword Pioneer
๐ฅ
Unstoppable
(5)
Conferences
ICML (2)
CVPR (1)
ECCV (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
distributed learning
(2)
representation learning
(2)
stochastic gradient descent
(1)
metric learning
(1)
semi-supervised learning
(1)
vision transformer
(1)
self-supervised learning
(1)
convergence analysis
(1)
semantic representation
(1)
gradient descent
(1)
stochastic approximation
(1)
distributed training
(1)
image representation
(1)
masked prediction
(1)
joint-embedding predictive architecture
(1)
nesterov acceleration
(1)
asynchronous communication
(1)
strongly-convex optimization
(1)
gossip communication
(1)
gossip protocol
(1)
Papers
Self-Supervised Learning From Images With a Joint-Embedding Predictive Architecture
CVPR 2023
Masked Siamese Networks for Label-Efficient Learning
ECCV 2022
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples
ICCV 2021
On the Convergence of Nesterovโs Accelerated Gradient Method in Stochastic Settings
ICML 2020
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
NIPS 2019
Stochastic Gradient Push for Distributed Deep Learning
ICML 2019