Awesome Transformer in Vision 
A curated list of vision transformer related resources. Please feel free to pull requests or open an issue to add papers.
Table of Contents
Awesome Surveys
| Title | Venue | BibTeX |
|---|---|---|
| A Survey on Visual Transformer | ArXiv | Bib |
Transformer in Vision
| Task | Reg | Det | Seg | Trk | Other |
|---|---|---|---|---|---|
| Explanation | Image Recoginition | Object Detection | Image Segmentation | Object Tracking | other types |
You can add a tag for domains which contains several transformer-based works
2021
(Pls follow Time Inverse Ranking)
| Title | Venue | Task | Code | BibTeX |
|---|---|---|---|---|
| TrackFormer: Multi-Object Tracking with Transformers | Arxiv | Trk | GitHub | Bib |
2020
| Title | Venue | Task | Code | BibTeX |
|---|---|---|---|---|
| Training data-efficient image transformers & distillation through attention | ArXiv | Reg | GitHub | Bib |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale | ICLR | Reg | GitHub | Bib |
| --- | --- | Det | --- | Bib |
| --- | --- | Det | --- | Bib |
| --- | --- | Seg | --- | Bib |
| --- | --- | Seg | --- | Bib |
| TransTrack: Multiple-Object Tracking with Transformer | ArXiv | Trk | GitHub | Bib |
2019
| Title | Venue | Task | Code | BibTeX |
|---|---|---|---|---|
| Training data-efficient image transformers & distillation through attention | ArXiv | Reg | GitHub | Bib |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale | ICLR | Reg | GitHub | Bib |
2012-2018
| Title | Venue | Task | Code | BibTeX |
|---|---|---|---|---|
| Attention Is All You Need | NeurIPS'17 | -- | GitHub | Bib |