Search Results - RepositoryStats

335

2.7k

mit

37

[CVPR 2023] DepGraph: Towards Any Structural Pruning

pruning cvpr2023 depgraph channel-pruning network-pruning model-compression structural-pruning structured-pruning efficient-deep-learning

Created 2019-12-15

1,442 commits to master branch, last one 3 days ago

rethinking-network-pruning Eric-mingjie

293

1.5k

mit

33

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

pytorch deep-learning network-pruning convolutional-neural-networks

Created 2018-10-11

49 commits to master branch, last one 4 years ago

Efficient-Deep-Learning MingSun-Tse

132

930

mit

54

Collection of recent methods on (deep) neural network compression and acceleration.

deep-learning network-pruning model-compression deep-neural-networks knowledge-distillation efficient-deep-learning

Created 2018-09-16

217 commits to master branch, last one 2 months ago

wanda locuslab

92

674

mit

9

A simple and effective LLM pruning approach.

network-pruning large-language-models

Created 2023-06-06

29 commits to main branch, last one about a year ago

Lottery-Ticket-Hypothesis-in-Pytorch rahulvigneswaran

91

325

unknown

7

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adap...

python lottery pruning pytorch iclr2019 deep-learning winning-ticket network-pruning pytorch-implementation lottery-ticket-hypothesis

Created 2019-10-15

9 commits to master branch, last one 3 years ago

CEN yikaiw

44

293

mit

6

[TPAMI 2023, NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging"

rgbd nyudv2 refinenet taskonomy network-pruning depth-estimation image-translation rgbd-segmentation semantic-segmentation

Created 2020-09-29

18 commits to master branch, last one 4 months ago

Pruning yehuitang

47

240

unknown

10

Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Netwo...

network-pruning model-compression

Created 2019-09-09

46 commits to master branch, last one 3 years ago

DS-Net changlin31

19

228

unknown

9

(CVPR 2021, Oral) Dynamic Slimmable Network

pruning dynamic-pruning network-pruning dynamic-networks model-compression efficient-inference

Created 2021-03-23

12 commits to main branch, last one 2 years ago

Diff-Pruning VainF

11

164

apache-2.0

7

[NeurIPS 2023] Structural Pruning for Diffusion Models

pytorch network-pruning diffusion-models model-compression structured-pruning efficient-deep-learning

Created 2023-05-18

124 commits to main branch, last one 4 months ago

PAGCP HankYe

11

112

gpl-3.0

2

[T-PAMI'23] PAGCP for the compression of YOLOv5

coco yolov5 pruning pytorch multitask pascal-voc deep-learning network-pruning model-compression

Created 2022-08-01

21 commits to main branch, last one about a year ago

SPViT ziplab

14

107

apache-2.0

5

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

network-pruning model-compression vision-transformer

Created 2021-11-23

27 commits to master branch, last one 10 months ago

Why-the-State-of-Pruning-so-Confusing MingSun-Tse

1

40

unknown

5

[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning

sparsity network-pruning model-compression efficient-deep-learning

Created 2022-12-11

20 commits to master branch, last one about a year ago

TPP MingSun-Tse

2

31

unknown

3

[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)

trainability regularization network-pruning model-compression efficient-deep-learning trainability-preserving-pruning

Created 2022-07-04

23 commits to master branch, last one about a year ago