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cv_transformer_papers's Introduction

CV Transformer Papers

Object Detection

  • End-to-End Object Detection with Transformers [pdf]

Classification

  • AN IMAGE IS WORTH 16X16 WORDS:TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE [pdf]
  • Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet [pdf]
  • Training data-efficient image transformers & distillation through attention [pdf]

Segmentation

  • TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation [pdf]
  • SepViT: Separable Vision Transformer [pdf]

GANs

  • ViTGAN: Training GANs with Vision Transformers [pdf]

Super Resolution

  • Learning Texture Transformer Network for Image Super-Resolution [pdf]

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