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
Multi-View Stereo with Transformer Jie Zhu Bo Peng Wanqing Li Haifeng Shen Zhe Zhang Jianjun Lei ViT 17 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 44 262 0 30 Nov 2021
MapReader: A Computer Vision Pipeline for the Semantic Exploration of Maps at Scale Kasra Hosseini Daniel C. S. Wilson K. Beelen Katherine McDonough VLM 10 12 0 30 Nov 2021
Shunted Self-Attention via Multi-Scale Token Aggregation Sucheng Ren Daquan Zhou Shengfeng He Jiashi Feng Xinchao Wang ViT 25 222 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 14 450 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 34 275 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 22 281 0 29 Nov 2021
Building extraction with vision transformer Libo Wang Shenghui Fang Rui Li Xiaoliang Meng ViT 17 158 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
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity Byungseok Roh Jaewoong Shin Wuhyun Shin Saehoon Kim ViT 6 141 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 58 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 53 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 9 157 0 27 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 15 7 0 27 Nov 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 51 342 0 26 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 20 6 0 26 Nov 2021
Confounder Identification-free Causal Visual Feature Learning Xin Li Zhizheng Zhang Guoqiang Wei Cuiling Lan Wenjun Zeng Xin Jin Zhibo Chen CML OOD 14 14 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 26 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 17 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 33 238 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 27 245 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
An Image Patch is a Wave: Phase-Aware Vision MLP Yehui Tang Kai Han Jianyuan Guo Chang Xu Yanxi Li Chao Xu Yunhe Wang 11 133 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 129 166 0 23 Nov 2021
Pruning Self-attentions into Convolutional Layers in Single Path Haoyu He Jianfei Cai Jing Liu Zizheng Pan Jing Zhang Dacheng Tao Bohan Zhuang ViT 29 40 0 23 Nov 2021
Benchmarking Detection Transfer Learning with Vision Transformers Yanghao Li Saining Xie Xinlei Chen Piotr Dollar Kaiming He Ross B. Girshick 12 164 0 22 Nov 2021
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Arthur Douillard Alexandre Ramé Guillaume Couairon Matthieu Cord CLL 30 295 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 22 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 1,738 0 18 Nov 2021
Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution Xi Cheng Jun Li Q. Dai Zhenyong Fu Jian Yang 20 18 0 17 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 24 12 0 17 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 19 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 16 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 66 330 0 11 Nov 2021
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 14 6 0 04 Nov 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 19 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
3D Object Tracking with Transformer Yubo Cui Zheng Fang Jiayao Shan Zuoxu Gu Sifan Zhou ViT 3DPC 6 59 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 22 43 0 25 Oct 2021
MVT: Multi-view Vision Transformer for 3D Object Recognition Shuo Chen Tan Yu Ping Li ViT 25 43 0 25 Oct 2021
The Efficiency Misnomer Daoyuan Chen Liuyi Yao Dawei Gao Ashish Vaswani Yaliang Li 30 98 0 25 Oct 2021
SOFT: Softmax-free Transformer with Linear Complexity Jiachen Lu Jinghan Yao Junge Zhang Martin Danelljan Hang Xu Weiguo Gao Chunjing Xu Thomas B. Schon Li Zhang 16 161 0 22 Oct 2021
Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification Xizhe Xue Haokui Zhang Bei Fang Zongwen Bai Ying Li ViT 11 22 0 21 Oct 2021