efficient-deep-learning topic
efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
awesome-ai-tutorials
The best collection of AI tutorials to make you a boss of Data Science!
UPop
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
CrossGET
[ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.
Diff-Pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
awesome-efficient-aigc
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcom...
Awesome-Efficient-ViT
Recent Advances on Efficient Vision Transformers
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)