Search Results - RepositoryStats

Awesome-Pruning he-y

332

2.4k

unknown

88

A curated list of neural network pruning resources.

pruning awesome-list model-compression model-acceleration

Created 2019-05-30

61 commits to master branch, last one 11 months ago

Awesome-Model-Quantization Efficient-ML

220

2.0k

unknown

64

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

awesome quantization deep-learning binary-network model-compression model-acceleration model-quantization efficient-deep-learning binarized-neural-networks lightweight-neural-network

Created 2018-10-18

301 commits to master branch, last one 19 days ago

awesome-AutoML-and-Lightweight-Models guan-yuan

161

852

unknown

55

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hype...

nas automl pytorch tensorflow awesome-list quantization meta-learning model-compression model-acceleration quantized-training architecture-search quantized-neural-network neural-architecture-search hyperparameter-optimization automated-feature-engineering

Created 2018-12-28

187 commits to master branch, last one 4 years ago

Model-Compression-Papers chester256

80

397

unknown

20

Papers for deep neural network compression and acceleration

papers deep-learning model-compression model-acceleration deep-neural-networks

Created 2018-03-13

7 commits to master branch, last one 3 years ago

Awesome-Generation-Acceleration xuyang-liu16

4

179

unknown

8

📚 Collection of awesome generation acceleration resources.

text-to-image text-to-video diffusion-models image-generation video-generation model-acceleration efficient-inference efficient-deep-learning

Created 2024-07-14

226 commits to main branch, last one 13 days ago

CoDe czg1225

4

88

mit

1

[CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient

transformers model-acceleration auto-regressive-model efficient-image-generation

Created 2024-11-22

17 commits to master branch, last one 21 days ago

Awesome-EdgeAI wangxb96

7

77

mit

2

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

edge-ai tiny-ml awesome-list model-design deep-learning edge-computing model-inference machine-learning model-deployment model-compression data-preprocessing model-acceleration efficient-algorithm

Created 2023-01-19

125 commits to main branch, last one 2 months ago

musco-pytorch musco-ai

16

71

bsd-3-clause

8

MUSCO: MUlti-Stage COmpression of neural networks

vbmf tucker pytorch low-rank truncated-svd cp-decomposition model-compression model-acceleration network-compression deep-neural-networks network-acceleration tensor-decomposition

Created 2019-05-08

59 commits to master branch, last one 4 years ago

AdaptiveDiffusion Alpha-Innovator

3

64

apache-2.0

3

[NeurIPS'24] Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy

training-free diffusion-models stable-diffusion adaptive-inference model-acceleration efficient-inference

Created 2024-10-11

17 commits to master branch, last one about a month ago

Awesome-Token-Reduction-for-Model-Compression xuyang-liu16

2

47

unknown

1

📚 Collection of token reduction for model compression resources.

token-merging token-pruning computer-vision model-compression token-compression model-acceleration efficient-deep-learning

Created 2024-12-04

146 commits to main branch, last one about a month ago

Awesome-Diffusion-Distillation cantbebetter2

1

30

unknown

1

A list of papers, docs, codes about diffusion distillation.This repo collects various distillation methods for the Diffusion model. Welcome to PR the works (papers, repositories) missed by the repo.

awesome distillation deep-learning diffusion-models model-compression model-acceleration lightweight-neural-network

Created 2023-12-10

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