network-pruning topic
snip-public
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
CAE-ADMM
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
SPViT
[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
Model_Compression_For_YOLOV3-V4
In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
lookahead_pruning
Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)
batchnorm_prune
Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"
Diff-Pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
PAGCP
PAGCP for the compression of YOLOv5
Why-the-State-of-Pruning-so-Confusing
[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning
TPP
[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)