#Efficient-deep-learning
Showing 8 of 8 repositories tagged #efficient-deep-learning, ranked by stars
[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.
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 (papers, repositories) that are missed by the repo.
[TMLR 2024] Efficient Large Language Models: A Survey
Collection of recent methods on (deep) neural network compression and acceleration.
[TMLR 2025] Efficient Diffusion Models: A Survey
a curated list of high-quality papers on resource-efficient LLMs 🌱
[ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"
A curated list of recent efficient video generation methods.