Popular repositories Loading

1. Awesome-Pruning Awesome-Pruning Public

   A curated list of neural network pruning resources.

   2.4k 330

2. filter-pruning-geometric-median filter-pruning-geometric-median Public

   Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

   Python 589 112

3. soft-filter-pruning soft-filter-pruning Public

   Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

   Python 376 74

4. Multisize-Dataset-Condensation Multisize-Dataset-Condensation Public

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

   Python 15 1

5. you-only-condense-once you-only-condense-once Public

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

   Python 12

6. soft-label-pruning-for-dataset-distillation soft-label-pruning-for-dataset-distillation Public

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

   Python 6