filter-pruning topic

A research library for pytorch-based neural network pruning, compression, and more.

lucaslie

[NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)

MingSun-Tse

Keras model convolutional filter pruning package

gaborvecsei

[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)

MingSun-Tse

Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).

Eclipsess

Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning

sseung0703

Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)

lehduong

Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 20...

ivclab

[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks

ZJCV

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

yusx-swapp