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1. Curvature-Clues Curvature-Clues Public

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

   Jupyter Notebook 3 1

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

   Accepted at 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 6 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. 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 4

5. EarDetection EarDetection Public

   This is the official implementation for the paper "Ear detection using active contour modelling"

   MATLAB 2 3

6. ADV-TRAIN ADV-TRAIN Public archive

   This is a framework built on top of pytorch to make machine learning training and inference tasks easier. Along with that it also enables easy dataset and network instantiations, visualize boundar…

   Python 6 3