Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

25 March 2021

Papers citing "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows"

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Title
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 24 84 0 02 Dec 2021
Vision Pair Learning: An Efficient Training Framework for Image Classification Bei Tong Xiaoyuan Yu ViT 17 0 0 02 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Donglian Qi Wanli Ouyang 17 51 0 01 Dec 2021
Multi-View Stereo with Transformer Jie Zhu Bo Peng Wanqing Li Haifeng Shen Zhe Zhang Jianjun Lei ViT 10 27 0 01 Dec 2021
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 44 261 0 30 Nov 2021
Shunted Self-Attention via Multi-Scale Token Aggregation Sucheng Ren Daquan Zhou Shengfeng He Jiashi Feng Xinchao Wang ViT 16 219 0 30 Nov 2021
Pyramid Adversarial Training Improves ViT Performance Charles Herrmann Kyle Sargent Lu Jiang Ramin Zabih Huiwen Chang Ce Liu Dilip Krishnan Deqing Sun ViT 18 56 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 14 449 0 29 Nov 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 34 274 0 29 Nov 2021
On the Integration of Self-Attention and Convolution Xuran Pan Chunjiang Ge Rui Lu S. Song Guanfu Chen Zeyi Huang Gao Huang SSL 12 281 0 29 Nov 2021
Building extraction with vision transformer Libo Wang Shenghui Fang Rui Li Xiaoliang Meng ViT 12 156 0 29 Nov 2021
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Shaozuo Yu Wufei Ma M. Yu Shenxiao Mei Angtian Wang Ju He Alan Yuille Adam Kortylewski 14 53 0 29 Nov 2021
Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction Jiayi Pan Heye Zhang Weifei Wu Z. Gao Weiwen Wu 16 57 0 28 Nov 2021
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution Qing Ma Junjun Jiang Xianming Liu Jiayi Ma ViT 16 51 0 27 Nov 2021
AdaDM: Enabling Normalization for Image Super-Resolution Jie Liu Jie Tang Gangshan Wu 19 11 0 27 Nov 2021
Video Frame Interpolation Transformer Zhihao Shi Xiangyu Xu Xiaohong Liu Jun Chen Ming-Hsuan Yang ViT 9 154 0 27 Nov 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 51 338 0 26 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 14 6 0 26 Nov 2021
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 23 36 0 25 Nov 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li ViT 16 11 0 25 Nov 2021
A Softmax-free Loss Function Based on Predefined Optimal-distribution of Latent Features for Deep Learning Classifier Qiuyu Zhu Xuewen Zu 12 4 0 25 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu Baining Guo ViT 33 237 0 24 Nov 2021
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu H. Tang Pichao Wang Luc Van Gool ViT 27 244 0 24 Nov 2021
Self-slimmed Vision Transformer Zhuofan Zong Kunchang Li Guanglu Song Yali Wang Yu Qiao B. Leng Yu Liu ViT 14 30 0 24 Nov 2021
Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing Xiaoxue Chen Tianyu Liu Hao Zhao Guyue Zhou Ya-Qin Zhang 21 22 0 24 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 22 50 0 24 Nov 2021
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer Zitong Yu Yuming Shen Jingang Shi Hengshuang Zhao Philip H. S. Torr Guoying Zhao ViT MedIm 129 162 0 23 Nov 2021
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Arthur Douillard Alexandre Ramé Guillaume Couairon Matthieu Cord CLL 24 292 0 22 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 32 98 0 22 Nov 2021
Discrete Representations Strengthen Vision Transformer Robustness Chengzhi Mao Lu Jiang Mostafa Dehghani Carl Vondrick Rahul Sukthankar Irfan Essa ViT 17 43 0 20 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 27 23 0 19 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng-Wei Zhang Li Dong Furu Wei B. Guo ViT 41 1,713 0 18 Nov 2021
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge J. Belongie Alan Yuille Philip H. S. Torr S. Bai VOS 16 6 0 15 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention Huaijin Pi Huiyu Wang Yingwei Li Zizhang Li Alan Yuille ViT 11 3 0 15 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 66 325 0 11 Nov 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 16 20 0 28 Oct 2021
Dispensed Transformer Network for Unsupervised Domain Adaptation Yunxiang Li Jingxiong Li Ruilong Dan Shuai Wang Kai Jin ... Qianni Zhang Huiyu Zhou Qun Jin Li Wang Yaqi Wang OOD MedIm 15 4 0 28 Oct 2021
Bolt: Bridging the Gap between Auto-tuners and Hardware-native Performance Jiarong Xing Leyuan Wang Shang Zhang Jack H Chen Ang Chen Yibo Zhu 17 43 0 25 Oct 2021
The Efficiency Misnomer Daoyuan Chen Liuyi Yao Dawei Gao Ashish Vaswani Yaliang Li 23 96 0 25 Oct 2021
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 Yuming Du Wen Guo Yang Xiao Vincent Lepetit 12 10 0 19 Oct 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 69 168 0 16 Oct 2021
Global Vision Transformer Pruning with Hessian-Aware Saliency Huanrui Yang Hongxu Yin Maying Shen Pavlo Molchanov Hai Helen Li Jan Kautz ViT 28 38 0 10 Oct 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP Jihao Liu Hongsheng Li Guanglu Song Xin Huang Yu Liu ViT 25 35 0 08 Oct 2021
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Hwanjun Song Deqing Sun Sanghyuk Chun Varun Jampani Dongyoon Han Byeongho Heo Wonjae Kim Ming-Hsuan Yang 78 75 0 08 Oct 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 65 65 0 08 Oct 2021
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-Transformers Christof Henkel 17 14 0 07 Oct 2021
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs Philipp Benz Soomin Ham Chaoning Zhang Adil Karjauv In So Kweon AAML ViT 20 78 0 06 Oct 2021
3rd Place Solution to Google Landmark Recognition Competition 2021 Chengfeng Xu Weimin Wang Shuai Liu Yong Wang Yuxiang Tang Tianling Bian Yanyu Yan Qi She Cheng Yang 3DPC 3DV 14 6 0 06 Oct 2021
Ripple Attention for Visual Perception with Sub-quadratic Complexity Lin Zheng Huijie Pan Lingpeng Kong 19 3 0 06 Oct 2021
GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation Yunxiang Li Shuai Wang Jun Wang G. Zeng Wenjun Liu Qianni Zhang Qun Jin Yaqi Wang ViT MedIm 15 47 0 30 Sep 2021