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  1. TempBalance TempBalance Public

    [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training

    Python 30 4

  2. ThreeRegimePruning ThreeRegimePruning Public

    [ICML 2023] Code for "A Three-regime Model of Network Pruning"

    Python 11

  3. haiquanlu/SharpBalance haiquanlu/SharpBalance Public

    [NeurIPS 2024] Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance

    Jupyter Notebook 7

  4. ModelDiagnosis ModelDiagnosis Public

    [ICML 2024] MD tree: a model-diagnostic tree grown on loss landscape

    Jupyter Notebook 6 1

  5. haiquanlu/AlphaPruning haiquanlu/AlphaPruning Public

    [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models

    Python 19

  6. dispersion-score dispersion-score Public

    [3DV 2021] A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks

    Python 10 2