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Second Brain

Index

Nov 30, 20251 min read

  • 000 Zettelkasten - atomic notes on concepts and ideas
  • 101 Literature - papers and paper notes

Recent Notes

  • Into the Rabbit Hull - From Task-Relevant Concepts in DINO to Minkowski Geometry

    Oct 08, 2025

    • dl_theory
    • ssl
    • geometry
  • Rethinking JEPA - Compute-Efficient Video SSL with Frozen Teachers

    Sep 29, 2025

    • video
    • ssl
  • Back to the Features - DINO as a Foundation for Video World Models

    Jul 25, 2025

    • ssl
    • video
    • world-models
  • EA-ViT - Efficient Adaptation for Elastic Vision Transformer

    Jul 25, 2025

    • efficient_vision
  • Franca - Nested Matryoshka Clustering for Scalable Visual Representation Learning

    Jul 18, 2025

    • foundation_models
    • computer_vision
    • vit
  • KV Cache Steering for Inducing Reasoning in Small Language Models

    Jul 11, 2025

    • llm
    • efficient_dl
    • reasoning
  • NeoBabel - A Multilingual Open Tower for Visual Generation

    Jul 08, 2025

    • multimodal
    • llm
  • IntPhys 2 - Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments

    Jun 11, 2025

    • benchmark
    • dataset
    • video
    • ssl
  • V-JEPA 2 - Self-Supervised Video Models Enable Understanding, Prediction and Planning

    Jun 11, 2025

    • MoSiC - Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning

      Jun 10, 2025

      • computer_vision
      • ssl
    • Self-supervised learning of intertwined content and positional features for object detection

      Jun 01, 2025

      • vit
      • ssl
    • Learning from Streaming Video with Orthogonal Gradients

      Apr 02, 2025

      • dl_theory
      • ssl
      • video
    • Principal Components Enable A New Language of Images

      Mar 11, 2025

      • tokenization
      • vit
      • dl_theory
      • spectral
    • Deep Learning is Not So Mysterious or Different

      Mar 03, 2025

      • dl_theory
      • inductive_bias
      • equivariance
    • Rate–Distortion–Perception Trade-Off in Information Theory, Generative Models, and Intelligent Communications

      Feb 26, 2025

      • information_theory
      • dl_theory
    • FlexTok - Resampling Images into 1D Token Sequences of Flexible Length

      Feb 19, 2025

      • tokenization
      • vit
      • computer_vision
    • Intuitive physics understanding emerges from self-supervised pretraining on natural videos

      Feb 17, 2025

      • world-models
      • video
      • ssl
    • Simplifying DINO via Coding Rate Regularization

      Feb 14, 2025

      • information_theory
      • ssl
      • dl_theory
      • vit
      • transformers
    • Cluster and Predict Latents Patches for Improved Masked Image Modeling

      Feb 12, 2025

      • clustering
      • ssl
      • vit
      • computer_vision
    • From Image to Video - An Empirical Study of Diffusion Representations

      Feb 10, 2025

      • video
      • diffusion

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