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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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Backlinks

  • 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

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