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100 Reference notes

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102 Authors

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Adrien Bardes

Adrien Bardes


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Backlinks

  • A Cookbook of Self-Supervised Learning
  • Battle of the Backbones - A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
  • Guillotine Regularization - Why removing layers is needed to improve generalization in Self-Supervised Learning
  • Intuitive physics understanding emerges from self-supervised pretraining on natural videos
  • On the duality between contrastive and non-contrastive self-supervised learning
  • Revisiting Feature Prediction for Learning Visual Representations from Video
  • V-JEPA 2 - Self-Supervised Video Models Enable Understanding, Prediction and Planning
  • V-JEPA 2.1 - Unlocking Dense Features in Video Self-Supervised Learning
  • VICRegL - Self-Supervised Learning of Local Visual Features
  • What Drives Success in Physical Planning with Joint-Embedding Predictive World Models

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