Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

25 March 2021

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

50 / 2,048 papers shown

Title
Deep Learning Approaches on Image Captioning: A Review Taraneh Ghandi H. Pourreza H. Mahyar VLM 8 88 0 31 Jan 2022
VRT: A Video Restoration Transformer Jingyun Liang Jiezhang Cao Yuchen Fan K. Zhang Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 21 251 0 28 Jan 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 27 43 0 28 Jan 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 25 27 0 28 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 142 361 0 24 Jan 2022
PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my" Yizheng Wang Yinghua Liu 18 2 0 16 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 102 0 16 Jan 2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Nenad Tomašev Ioana Bica Brian McWilliams Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL 66 80 0 13 Jan 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning Kunchang Li Yali Wang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 31 235 0 12 Jan 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution Zixu Zhuang Liping Si Sheng Wang Kai Xuan Xi Ouyang ... Zhong Xue Lichi Zhang D. Shen Weiwu Yao Qian Wang 35 5 0 12 Jan 2022
Multiview Transformers for Video Recognition Shen Yan Xuehan Xiong Anurag Arnab Zhichao Lu Mi Zhang Chen Sun Cordelia Schmid ViT 24 211 0 12 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 40 4,945 0 10 Jan 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 157 156 0 08 Jan 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 17 1,037 0 04 Jan 2022
PyramidTNT: Improved Transformer-in-Transformer Baselines with Pyramid Architecture Kai Han Jianyuan Guo Yehui Tang Yunhe Wang ViT 24 22 0 04 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 22 53 0 03 Jan 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection Peiliang Huang Junwei Han De-Chun Cheng Dingwen Zhang ObjD 26 39 0 01 Jan 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention Sitong Wu Tianyi Wu Hao Hao Tan G. Guo ViT 23 70 0 28 Dec 2021
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction Jing Zhang Jianwen Xie Nick Barnes Ping Li ViT 35 90 0 27 Dec 2021
Vision Transformer for Small-Size Datasets Seung Hoon Lee Seunghyun Lee B. Song ViT 8 222 0 27 Dec 2021
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Zongyu Guo Runsen Feng Zhizheng Zhang Xin Jin Zhibo Chen 19 15 0 26 Dec 2021
Raw Produce Quality Detection with Shifted Window Self-Attention Oh Joon Kwon Byungsoo Kim Youngduck Choi ViT 22 0 0 24 Dec 2021
SeMask: Semantically Masked Transformers for Semantic Segmentation Jitesh Jain Anukriti Singh Nikita Orlov Zilong Huang Jiachen Li Steven Walton Humphrey Shi ViT 24 92 0 23 Dec 2021
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images Qin Liu Zhenlin Xu Yining Jiao Marc Niethammer ViT MedIm 34 35 0 21 Dec 2021
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality Xiaohan Ding Honghao Chen X. Zhang Jungong Han Guiguang Ding 14 70 0 21 Dec 2021
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 13 243 0 21 Dec 2021
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 16 23 0 18 Dec 2021
A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation Wuyang Chen Xianzhi Du Fan Yang Lucas Beyer Xiaohua Zhai ... Huizhong Chen Jing Li Xiaodan Song Zhangyang Wang Denny Zhou ViT 21 20 0 17 Dec 2021
Efficient Visual Tracking with Exemplar Transformers Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 16 79 0 17 Dec 2021
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 26 51 0 17 Dec 2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A. Athar Jonathon Luiten Alexander Hermans Deva Ramanan Bastian Leibe VOS 22 25 0 16 Dec 2021
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data Qi Yan Jianhao Zheng Simon Reding Shanci Li I. Doytchinov 30 20 0 16 Dec 2021
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation Yi Zhou Hui Zhang Hana Lee Shuyang Sun Pingjun Li Yangguang Zhu ByungIn Yoo Xiaojuan Qi Jae-Joon Han VOS 25 26 0 16 Dec 2021
Deep Hash Distillation for Image Retrieval Young Kyun Jang Geonmo Gu ByungSoo Ko Isaac Kang N. Cho 19 34 0 16 Dec 2021
QAHOI: Query-Based Anchors for Human-Object Interaction Detection Junwen Chen Keiji Yanai 18 40 0 16 Dec 2021
Co-training Transformer with Videos and Images Improves Action Recognition Bowen Zhang Jiahui Yu Christopher Fifty Wei Han Andrew M. Dai Ruoming Pang Fei Sha ViT 20 54 0 14 Dec 2021
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Yuxuan Liang Pan Zhou Roger Zimmermann Shuicheng Yan ViT 21 21 0 09 Dec 2021
Recurrent Glimpse-based Decoder for Detection with Transformer Zhe Chen Jing Zhang Dacheng Tao ViT 19 30 0 09 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 17 87 0 08 Dec 2021
Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks Linghui Meng Muning Wen Yaodong Yang Chenyang Le Xiyun Li Weinan Zhang Ying Wen Haifeng Zhang Jun Wang Bo Xu OffRL 14 38 0 06 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 32 126 0 06 Dec 2021
Learning Tracking Representations via Dual-Branch Fully Transformer Networks Fei Xie Chunyu Wang Guangting Wang Wankou Yang Wenjun Zeng ViT 14 47 0 05 Dec 2021
U2-Former: A Nested U-shaped Transformer for Image Restoration Haobo Ji Xin Feng Wenjie Pei Jinxing Li Guangming Lu ViT 22 26 0 04 Dec 2021
BEVT: BERT Pretraining of Video Transformers Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Yu-Gang Jiang Luowei Zhou Lu Yuan ViT 25 203 0 02 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra A. Schwing Alexander Kirillov Rohit Girdhar ISeg 31 2,256 0 02 Dec 2021
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 46 676 0 02 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 36 128 0 02 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 61 550 0 02 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 24 84 0 02 Dec 2021
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 12 301 0 02 Dec 2021