vision_model_compression.md

Compressed Transformer

No.	Model Name	Title	Links	Pub.	Organization	Release Time
1	VTP	Vision Transformer Pruning	paper	KDD 2021 workshop	Westlake University	14 Aug 2021
2	IA-RED2	IA-RED2 : Interpretability-Aware Redundancy Reduction for Vision Transformers	paper code	NeurIPS 2021	MIT	23 Jun 2021
3	DynamicViT	DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification	paper code		NeurIPS 2021	Tsinghua University
4	Evo-ViT	Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer	paper code	arXiv	Chinese Academy of Sciences	6 Dec 2021
5	-	Patch Slimming for Efficient Vision Transformers	paper	arXiv	Peking University	5 Jun 2021
6	-	Chasing Sparsity in Vision Transformers: An End-to-End Exploration	paper code	arXiv	University of Texas at Austin	22 Oct 2021
7	DeIT	Training data-efficient image transformers & distillation through attention	paper	ICML 2021	Facebook	15 Jan 2021
8	-	Post-Training Quantization for Vision Transformer	paper	NeurIPS 2021	Peking University	27 Jun 2021
9	-	Multi-Dimensional Model Compression of Vision Transformer	paper	arXiv	Princeton University	31 Dec 2021
10	-	Patch Slimming for Efficient Vision Transformers	paper	arXiv	Peking University	5 Jun 2021
11	-	Chasing Sparsity in Vision Transformers: An End-to-End Exploration	paper code	NeurIPS 2021	University of Texas at Austin	22 Oct 2021