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    11 repositories

    • mission_db

      Public
      Application to work with and organize Polybot's missions
      Python
      •
      Apache License 2.0
      •0•2•12•4•Updated Jan 10, 2025Jan 10, 2025

    • clip-ood

      Public
      Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)
      Python
      •
      MIT License
      •0•10•0•0•Updated Aug 26, 2024Aug 26, 2024

    • objects-compositional-generalization

      Public
      Official code for the paper "Provable Compositional Generalization for Object-Centric Learning" (ICLR 2024, oral)
      Jupyter Notebook
      •
      MIT License
      •2•13•0•0•Updated Aug 26, 2024Aug 26, 2024

    • cl-ica

      Public
      Code for the paper "Contrastive Learning Inverts the Data Generating Process".
      machine-learningcomputer-visioncontrastive-learning
      Python
      •
      MIT License
      •11•89•2•1•Updated Jul 31, 2024Jul 31, 2024

    • AnInfoNCE

      Public
      Python
      •
      Other
      •0•4•0•0•Updated Mar 4, 2024Mar 4, 2024

    • objects-identifiability

      Public
      Python
      •
      Other
      •1•5•1•0•Updated Feb 20, 2024Feb 20, 2024

    • imi

      Public
      Official repository for the paper "Scale Alone Does not Improve Mechanistic Interpretability in Vision Models" and the IMI dataset.
      machine-learningcomputer-visiondatasetxai
      JavaScript
      •
      MIT License
      •0•1•0•0•Updated Feb 13, 2024Feb 13, 2024

    • natural_voice_assistant

      Public
      Python
      •1•2•0•0•Updated Feb 6, 2024Feb 6, 2024

    • compositional-ood-generalization

      Public
      Official code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)
      Jupyter Notebook
      •4•9•0•0•Updated Jul 25, 2023Jul 25, 2023

    • content-suppresses-style

      Public
      Official repository of the paper "Content Suppresses Style: Dimensionality Collapse in Contrastive Learning"
      0•0•0•0•Updated Dec 3, 2022Dec 3, 2022

    • causal-understanding-via-visualizations

      Public
      Official repository for the paper "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?".
      computer-visionxaifeature-visualization
      JavaScript
      •
      MIT License
      •3•8•0•0•Updated Nov 19, 2021Nov 19, 2021