Fully Transformer Networks for Semantic Image Segmentation. - Sitong Wu; Tianyi Wu; Fangjian Lin; Shengwei Tian; Guodong Guo (CoRR, 2021)

Full-Scale Selective Transformer for Semantic Segmentation. - Fangjian Lin; Sitong Wu; Yizhe Ma; Shengwei Tian (ACCV (7), 2022)

StructToken : Rethinking Semantic Segmentation with Structural Prior. - Fangjian Lin; Zhanhao Liang; Junjun He; Miao Zheng; Shengwei Tian; Kai Chen (CoRR, 2022)

Feature Selective Transformer for Semantic Image Segmentation. - Fangjian Lin; Tianyi Wu; Sitong Wu; Shengwei Tian; Guodong Guo (CoRR, 2022)

Exploring Vision Transformer Layer Choosing for Semantic Segmentation. - Fangjian Lin; Yizhe Ma; ShengWei Tian (ICASSP, 2023)

UniNeXt: Exploring A Unified Architecture for Vision Recognition. - Fangjian Lin; Jianlong Yuan; Sitong Wu; Fan Wang 019; Zhibin Wang 004 (ACM Multimedia, 2023)

AxWin Transformer: A Context-Aware Vision Transformer Backbone with Axial Windows. - Fangjian Lin; Yizhe Ma; Sitong Wu; Long Yu 001; Shengwei Tian (CoRR, 2023)

Cross-scale sampling transformer for semantic image segmentation. - Yizhe Ma; Long Yu 001; Fangjian Lin; Shengwei Tian (J. Intell. Fuzzy Syst., 2023)

StructToken: Rethinking Semantic Segmentation With Structural Prior. - Fangjian Lin; Zhanhao Liang; Sitong Wu; Junjun He; Kai Chen; Shengwei Tian (IEEE Trans. Circuits Syst. Video Technol., 2023)

PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation. - Yizhe Ma; Fangjian Lin; Sitong Wu; Shengwei Tian; Long Yu 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)