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 |