Visual-Transformer-Paper-Summary
Summary of Transformer applications for computer vision tasks.
https://github.com/AIprogrammer/Visual-Transformer-Paper-Summary
Last synced: 4 days ago
JSON representation
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Cross-Modal
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Medical
- Transformer in CV
- Seq2Seq and transformer implementation
- Transformer in CV
- Transformer in CV
- Transformer in CV
- Transformer in CV
- Transformer in CV
- CVPR 2021
- CVPR2021 - to-recipe-transformers)]
- CVPR 2021
- CVPRR 2021
- CVPR 2021 - VLN-BERT)]
- CVPR 2021
- zhihu1
- 自然语言处理中的自注意力机制（Self-attention Mechanism)
- [zhihu
- [zhihu
- Illustrating the key,query,value in attention
- Transformer in CV
- Transformer in CV
- Transformer in CV
- CVPR2021-Papers-with-Code
- ICCV2021-Papers-with-Code
- 完全解析RNN, Seq2Seq, Attention注意力机制
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CV
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Backbone_Classification
- vision-transformers-cifar10
- ViT-pytorch
- ICCV 2021 - ai/pit)]
- ICCV 2021
- Convolutional Cifar10
- arxiv 2021 - ucsd/CoaT)]
- arxiv 2021 - Ahmed/SiT)]
- VIT - pytorch)]
- arxiv2021
- arxiv 2021 - in-transformer)] [[code-official](https://github.com/huawei-noah/noah-research/tree/master/TNT)]
- arxiv2021
- CVPR 2021
- CVPR 2021 - Tran)]
- CVPR 2021
- ICCV 2021 - opensource/T2T-ViT)]
- ICCV 2021 - Transformer)]
- ICCV 2021
- ICCV 2021 - ViT)]]
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Generation
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Detection
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Segmentation
- CVPR 2021 - code](https://github.com/google-research/deeplab2/blob/main/g3doc/projects/max_deeplab.md)] [[unofficial-code](https://github.com/conradry/max-deeplab)]
- CVPR 2021
- CVPR 2021 - zvg/SETR)]
- arxiv2021
- arxiv2020
- CVPR 2021 - code](https://github.com/google-research/deeplab2/blob/main/g3doc/projects/max_deeplab.md)] [[unofficial-code](https://github.com/conradry/max-deeplab)]
- arxiv 2020 - maria-jose/Medical-Transformer)]
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Reid
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Localization
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Inpainting
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Image enhancement
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Pose Estimation
- CVPR 2021 - ucsd/PRTR)]
- arxiv 2020
- ECCV 2020
- CVPR 2021
- arxiv 2020
- arxiv 2020
- ACMMM 2020
- arxiv 2020
-
Face
- arxiv 2020
- CVPR 2021 - pytorch)]
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Video Understanding
- arxiv 2020 - pytorch)]
- CVPR 2021
- CVPR 2021
- CVPR 2021
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Depth-Estimation
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Prediction
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NAS
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PointCloud
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Fashion
- CVPR 2021 - BERT)]
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Medical
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Self-Supervised
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Interpretability and Robustness
- CVPR 2021 - chefer/Transformer-Explainability)]
- arxiv 2021
- ICLR 2020 - Verification-for-Transformers)]
- ACL 2020 - Robustness)]
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HOI
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Tracking
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OverallSurvey
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NLP
Programming Languages
Categories
Sub Categories
Medical
25
Backbone_Classification
18
Detection
15
Prediction
10
Pose Estimation
8
Segmentation
7
Generation
7
Language
6
Tracking
4
Video Understanding
4
Interpretability and Robustness
4
Self-Supervised
2
NAS
2
Face
2
Localization
2
PointCloud
2
HOI
2
Image enhancement
2
Reid
1
Inpainting
1
Depth-Estimation
1
Fashion
1
Speech
1
Keywords
tutorial
1
transformer
1
torchtext
1
sequence-to-sequence
1
seq2seq
1
rnn
1
pytorch-tutorials
1
pytorch-tutorial
1
pytorch-seq2seq
1
pytorch-nlp
1
pytorch-implmention
1
pytorch-implementation
1
pytorch
1
neural-machine-translation
1
lstm
1
gru
1
encoder-decoder-model
1
encoder-decoder
1
cnn-seq2seq
1
attention
1