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awesome-visual-representation-learning-with-transformers

Awesome Transformers (self-attention) in Computer Vision
https://github.com/alohays/awesome-visual-representation-learning-with-transformers

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Categories
Combining CNN with self-attention 20 Stand-alone transformers for Computer Vision 18 Unified text-vision tasks 14 About transformers 5
Sub Categories
Global self-attention with image preprocessing 8 Focused on VQA 7 DETR Family 5 Scalable approximations to global self-attention 5 Self-attention only in local neighborhood 4 Focused on Image Retrieval 4 Focused on Image Captioning 1 Focused on OCR 1 Multi-Task 1 Global self-attention on 3D point clouds 1