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1. bottleneck bottleneck Public

   PyTorch implementation of the paper "Discovering and Explaining the Representation Bottleneck of DNNs" (ICLR 2022)

   Python 38 2

2. sjtu-xai-lab/interaction-sparsity sjtu-xai-lab/interaction-sparsity Public

   PyTorch implementation of the paper "Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in AI Models" (ICLR 2024)

   Python 1

3. sjtu-xai-lab/InteractionDynamics sjtu-xai-lab/InteractionDynamics Public

   Academic page for the empirical and theoretical findings of the two-phase dynamics of interactions

   JavaScript

4. sjtu-xai-lab/BNN-concepts sjtu-xai-lab/BNN-concepts Public

   PyTorch implementation of the paper "Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts" (ICML 2023)

   Python 1

5. ada-shen/Interpret_quality ada-shen/Interpret_quality Public

   Interpreting Representation Quality of DNNs for 3D Point Cloud Processing (NeurIPS 2021)

   Python 8 1