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1. microsoft/ResearchStudio microsoft/ResearchStudio Public

   ResearchStudio: Our AI co-author, from research problem to final publication.

   Python 3.3k 191

2. he-y/Awesome-Pruning he-y/Awesome-Pruning Public

   A curated list of neural network pruning resources.

   2.5k 330

3. Unifying-Dataset-Pruning-and-Distillation Unifying-Dataset-Pruning-and-Distillation Public

   Official PyTorch implementation of "Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images"

   Python 7 1

4. he-y/Multisize-Dataset-Condensation he-y/Multisize-Dataset-Condensation Public

   Official PyTorch implementation of "Multisize Dataset Condensation" (ICLR'24 Oral)

   Python 16 1

5. he-y/you-only-condense-once he-y/you-only-condense-once Public

   You Only Condense Once: Two Rules for Pruning Condensed Datasets (NeurIPS 2023)

   Python 16

6. he-y/soft-label-pruning-quantization-for-dataset-distillation he-y/soft-label-pruning-quantization-for-dataset-distillation Public

   [T-PAMI'26] Official Implementation for "Soft Label Pruning and Quantization for Large-Scale Dataset Distillation"

   Python 1