Randall Balestriero
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Backlinks
- A Cookbook of Self-Supervised Learning
- Beyond cls - Exploring the true potential of Masked Image Modeling representations
- Guillotine Regularization - Why removing layers is needed to improve generalization in Self-Supervised Learning
- Into the Rabbit Hull - From Task-Relevant Concepts in DINO to Minkowski Geometry
- Joint Embedding vs Reconstruction - Provable Benefits of Latent Space Prediction for Self Supervised Learning
- LEAP - Layer-skipping Efficiency via Adaptive Progression for Vision Transformer Distillation
- RankMe - Assessing the downstream performance of pretrained self-supervised representations by their rank
- The Hidden Uniform Cluster Prior in Self-Supervised Learning
- Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations