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100 Reference notes
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102 Authors
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Yann LeCun
Yann LeCun
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A Cookbook of Self-Supervised Learning
Back to the Features - DINO as a Foundation for Video World Models
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
Layer by Layer - Uncovering Hidden Representations in Language Models
Optimal Brain Damage
Revisiting Feature Prediction for Learning Visual Representations from Video
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Stochastic positional embeddings improve masked image modeling
To Compress or Not to Compress- Self-Supervised Learning and Information Theory - A Review
V-JEPA 2 - Self-Supervised Video Models Enable Understanding, Prediction and Planning
VICRegL - Self-Supervised Learning of Local Visual Features
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations