efficient-deep-learning

[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

[TMLR 2025] Efficient Diffusion Models: A Survey

a curated list of high-quality papers on resource-efficient LLMs 🌱

A curated list of recent efficient video generation methods.

Official Implementation of MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation (ECCV2024) (Oral)

Recent Advances on Efficient Vision Transformers

📚 A curated list of Awesome Efficient dLLMs Papers with Codes