Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

PVT：一种无卷积密集预测的通用骨干.

Segmenter: Transformer for Semantic Segmentation

Segmenter：为语义分割设计的视觉Transformer.

Rethinking Spatial Dimensions of Vision Transformers

PiT：重新思考视觉Transformer的空间维度.

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

SegFormer：为语义分割设计的简单高效的Transformer模型.

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

TransUNet：用Transformer为医学图像分割构造强力编码器.

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

用Transformer从序列到序列的角度重新思考语义分割.