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1. CSL-Mem CSL-Mem Public

   ICML 2025, Official implementation for "Towards Memorization Estimation: Fast, Formal and Free"

   Jupyter Notebook 3

2. Curvature-Clues Curvature-Clues Public

   Offical Implementation for "Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature", NeurIPS '24 Spotlight

   Jupyter Notebook 4 1

3. Privacy-Memorization-Curvature Privacy-Memorization-Curvature Public

   Accepted at ICML 2024. This is the offical implementation for the paper "Unveiling Privacy, Memorization, and Input Curvature Links"

   Jupyter Notebook 4 1

4. purdue-nrl/Memorization-Curvature purdue-nrl/Memorization-Curvature Public

   ICML 2024 Spotlight. This code is the official implementation for the paper, "Memorization Through the Lens of Curvature of Loss Function Around Samples"

   Jupyter Notebook 7 1

5. IDKD IDKD Public

   This is the offical implementation for the paper "Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning" TMLR 2024

   Python 5

6. Additive-Angular-Margin-OoD Additive-Angular-Margin-OoD Public

   This is the official implementation of "Improved Out-of-Distribution Detection with Additive Angular Margin Loss (CVPRW 2025)"

   Python 2