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

   A curated list of neural network pruning resources.

   2.4k 329

2. Rethinking-Dataset-Compression Rethinking-Dataset-Compression Public

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

   Python 2

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

   [NeurIPS'24] Official Implementation for "Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?"

   Python 8

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

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

   Python 15 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 14