CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows

1 July 2021

Jianmin Bao

Lu Yuan

Papers citing "CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows"

50 / 440 papers shown

Title
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object Detection Jianlin Sun Xiaolin Fang Juwei Guan Dongdong Gui Teqi Wang Tongxin Zhu 30 0 0 14 May 2025
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao Wenyuan Xu Shibiao Xu ViT 199 0 0 06 May 2025
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions Rahima Khanam Muhammad Hussain 40 0 0 16 Apr 2025
Crafting Query-Aware Selective Attention for Single Image Super-Resolution Junyoung Kim Youngrok Kim Siyeol Jung Donghyun Min 37 0 0 09 Apr 2025
A Robust Real-Time Lane Detection Method with Fog-Enhanced Feature Fusion for Foggy Conditions Ronghui Zhang Yuhang Ma Tengfei Li Ziyu Lin Yueying Wu Junzhou Chen Lin Zhang Jia Hu Tony Z. Qiu Konghui Guo 41 0 0 08 Apr 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 50 0 0 07 Apr 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 1 0 03 Apr 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 42 0 0 31 Mar 2025
Efficient Token Compression for Vision Transformer with Spatial Information Preserved Junzhu Mao Yang Shen Jinyang Guo Yazhou Yao Xiansheng Hua ViT 40 0 0 30 Mar 2025
Progressive Focused Transformer for Single Image Super-Resolution Wei Long Xingyu Zhou Leheng Zhang Shuhang Gu ViT 78 0 0 26 Mar 2025
Panoramic Distortion-Aware Tokenization for Person Detection and Localization Using Transformers in Overhead Fisheye Images Nobuhiko Wakai Satoshi Sato Yasunori Ishii Takayoshi Yamashita 66 0 0 18 Mar 2025
FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection Ming Deng Sijin Sun Zihao Li Xiaochuan Hu Xing Wu Mamba 47 1 0 14 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
ColFigPhotoAttnNet: Reliable Finger Photo Presentation Attack Detection Leveraging Window-Attention on Color Spaces Anudeep Vurity Emanuela Marasco Raghavendra Ramachandra Jongwoo Park AAML 43 1 0 07 Mar 2025
Transformers with Joint Tokens and Local-Global Attention for Efficient Human Pose Estimation K. A. Kinfu René Vidal ViT 26 0 0 28 Feb 2025
SAC-ViT: Semantic-Aware Clustering Vision Transformer with Early Exit Youbing Hu Yun Cheng Anqi Lu Dawei Wei Zhijun Li 46 0 0 27 Feb 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Zhenpeng Chen Meng Cao J. Han Hang Xu Xiaodan Liang Mamba 63 0 0 24 Feb 2025
RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attention Bochao Zou Zizheng Guo Jiansheng Chen Junbao Zhuo Weiran Huang Huimin Ma ViT AI4TS 115 0 0 21 Feb 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 45 0 0 11 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object Detection Sichao Wang Chuang Zhang Ming Yuan Qing Xu Lei He Jianqiang Wang 49 1 0 28 Jan 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 77 0 0 26 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Liang Feng Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 175 0 0 21 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 152 624 0 31 Dec 2024
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition Seungdong Yoa Seungjun Lee Hyeseung Cho Bumsoo Kim Woohyung Lim ViT 72 0 0 21 Dec 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention Dongchen Han Yifan Pu Zhuofan Xia Yizeng Han Xuran Pan Xiu Li Jiwen Lu Shiji Song Gao Huang 81 8 0 09 Dec 2024
Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images Xiangyong Lu Masanori Suganuma Takayuki Okatani 77 0 0 03 Dec 2024
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction Yuan Zhou Qingshan Xu Jiequan Cui Junbao Zhou Jing Zhang Richang Hong Han Zhang ViT 80 0 0 25 Nov 2024
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image Xiaojia Zhu Rui Chen Xiaoqi Guo Z. Shao Yuhu Dai Ming Zhang Chuandong Lang 82 0 0 24 Nov 2024
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 118 3 0 22 Nov 2024
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 50 1 0 12 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 51 3 0 07 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Yufeng Jiang Zongxi Li Xiangyan Chen Haoran Xie Jing Cai Mamba 42 1 0 31 Oct 2024
UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration Runshi Zhang Hao Mo Junchen Wang Bimeng Jie Yang He Nenghao Jin Liang Zhu ViT MedIm 33 3 0 27 Oct 2024
Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images Yi Xiao B. Luo Jun Liu X. Su Wei Wang 31 0 0 12 Oct 2024
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Nguyen Huu Bao Long Chenyu Zhang Yuzhi Shi Tsubasa Hirakawa Takayoshi Yamashita Tohgoroh Matsui H. Fujiyoshi 41 2 0 11 Oct 2024
HorGait: A Hybrid Model for Accurate Gait Recognition in LiDAR Point Cloud Planar Projections Jiaxing Hao Yanxi Wang Zhigang Chang Hongmin Gao Zihao Cheng Chen Wu Xin Zhao Peiye Fang Rachmat Muwardi ViT 37 0 0 11 Oct 2024
BA-Net: Bridge Attention in Deep Neural Networks Ronghui Zhang Runzong Zou Yue Zhao Zirui Zhang Junzhou Chen Yue Cao Chuan Hu Houbing Song 36 0 0 10 Oct 2024
MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series Forecasting Aitian Ma Dongsheng Luo Mo Sha AI4TS 28 0 0 02 Oct 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 37 1 0 20 Sep 2024
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks Meng Lou Yunxiang Fu Yizhou Yu Mamba 63 5 0 15 Sep 2024
SDformer: Efficient End-to-End Transformer for Depth Completion Jian Qian Miao Sun Ashley Lee Jie Li Shenglong Zhuo Patrick Chiang ViT MDE 42 2 0 12 Sep 2024
Inf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU Zhenyu Ning Jieru Zhao Qihao Jin Wenchao Ding Minyi Guo 29 6 0 11 Sep 2024
Brain-Inspired Stepwise Patch Merging for Vision Transformers Yonghao Yu Dongcheng Zhao Guobin Shen Yiting Dong Yi Zeng 58 0 0 11 Sep 2024
MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition Mallika Garg Debashis Ghosh P. M. Pradhan ViT 38 1 0 05 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 37 4 0 05 Sep 2024
Pluralistic Salient Object Detection Xuelu Feng Yunsheng Li Dongdong Chen Chunming Qiao Junsong Yuan Lu Yuan G. Hua 42 1 0 04 Sep 2024
ESP-PCT: Enhanced VR Semantic Performance through Efficient Compression of Temporal and Spatial Redundancies in Point Cloud Transformers Luoyu Mei Shuai Wang Yun Cheng Ruofeng Liu Zhimeng Yin Wenchao Jiang Shuai Wang Wei Gong 30 5 0 02 Sep 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 36 3 0 26 Aug 2024
Beyond Uniform Query Distribution: Key-Driven Grouped Query Attention Zohaib Khan Muhammad Khaquan Omer Tafveez Burhanuddin Samiwala Agha Ali Raza 46 3 0 15 Aug 2024