Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

25 March 2021

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

50 / 2,127 papers shown

Title
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 19 27 0 10 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz C. L. P. Chen ViT 22 26 0 09 Apr 2022
Does Robustness on ImageNet Transfer to Downstream Tasks? Yutaro Yamada Mayu Otani OOD 16 27 0 08 Apr 2022
Unsupervised Prompt Learning for Vision-Language Models Hao Huang Jack Chu Fangyun Wei VPVLM MLLM VLM 31 131 0 07 Apr 2022
DaViT: Dual Attention Vision Transformers Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 30 240 0 07 Apr 2022
The Effects of Regularization and Data Augmentation are Class Dependent Randall Balestriero Léon Bottou Yann LeCun 28 94 0 07 Apr 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 31 11 0 07 Apr 2022
Event Transformer. A sparse-aware solution for efficient event data processing Alberto Sabater Luis Montesano Ana C. Murillo 19 51 0 07 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 25 32 0 07 Apr 2022
Multi-scale Context-aware Network with Transformer for Gait Recognition Duo-Lin Zhu Xiaohui Huang Xinggang Wang Bo Yang Botao He Wenyu Liu Bin Feng ViT CVBM 14 15 0 07 Apr 2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection Yuxin Fang Shusheng Yang Shijie Wang Yixiao Ge Ying Shan Xinggang Wang 16 55 0 06 Apr 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 23 190 0 06 Apr 2022
Towards An End-to-End Framework for Flow-Guided Video Inpainting Z. Li Cheng Lu Jia Qin Chunle Guo Mingg-Ming Cheng 41 149 0 06 Apr 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 30 99 0 06 Apr 2022
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Wangbo Zhao Kai Wang Xiangxiang Chu Fuzhao Xue Xinchao Wang Yang You 29 21 0 06 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses Robik Shrestha Kushal Kafle Christopher Kanan CML 21 13 0 05 Apr 2022
Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task Hyeonbin Hwang Soyeon Kim Wei-Jin Park Jiho Seo Kyungtae Ko Hyeon Yeo ViT 26 9 0 05 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 55 14 0 05 Apr 2022
Region Rebalance for Long-Tailed Semantic Segmentation Jiequan Cui Yuhui Yuan Zhisheng Zhong Zhuotao Tian Han Hu Stephen Lin Jiaya Jia 10 18 0 05 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 37 39 0 05 Apr 2022
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos Shao-Wei Liu Subarna Tripathi Somdeb Majumdar Xiaolong Wang EgoV 20 93 0 04 Apr 2022
Long Movie Clip Classification with State-Space Video Models Md. Mohaiminul Islam Gedas Bertasius VLM 36 101 0 04 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 22 265 0 04 Apr 2022
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou Baosheng Yu Chaoyue Wang Yibing Zhan Dacheng Tao ViT 13 11 0 04 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation Haoyu He Jianfei Cai Zizheng Pan Jing Liu Jing Zhang Dacheng Tao Bohan Zhuang 34 16 0 04 Apr 2022
TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting Huazhang Hu Sixun Dong Yiqun Zhao Dongze Lian Zhengxin Li Shenghua Gao 18 47 0 03 Apr 2022
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li W. Liu ViT 8 90 0 03 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 19 191 0 03 Apr 2022
R(Det)^2: Randomized Decision Routing for Object Detection Yali Li Shengjin Wang ObjD 10 9 0 02 Apr 2022
What to look at and where: Semantic and Spatial Refined Transformer for detecting human-object interactions A S M Iftekhar Hao Chen Kaustav Kundu Xinyu Li Joseph Tighe Davide Modolo ViT 22 50 0 02 Apr 2022
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers Jiahao Huang Yingying Fang Yang Nan Huanjun Wu Yinzhe Wu ... Zidong Wang Pietro Lio' Daniel Rueckert Yonina C. Eldar Guang Yang OOD MedIm 31 3 0 01 Apr 2022
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui Shaohua Li Xue Geng Yan Wu Xinxing Xu Yong Liu Rick Siow Mong Goh Hongyuan Zhu ViT 26 95 0 31 Mar 2022
Rethinking Portrait Matting with Privacy Preserving Sihan Ma Jizhizi Li Jing Zhang He-jun Zhang Dacheng Tao 18 23 0 31 Mar 2022
Deformable Video Transformer Jue Wang Lorenzo Torresani ViT 22 28 0 31 Mar 2022
ReSTR: Convolution-free Referring Image Segmentation Using Transformers N. Kim Dongwon Kim Cuiling Lan Wenjun Zeng Suha Kwak 19 136 0 31 Mar 2022
End-to-end Document Recognition and Understanding with Dessurt Brian L. Davis B. Morse Brian L. Price Chris Tensmeyer Curtis Wigington Vlad I. Morariu VLM ViT 11 73 0 30 Mar 2022
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 22 105 0 30 Mar 2022
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries Haekyu Park Seongmin Lee Benjamin Hoover Austin P. Wright Omar Shaikh Rahul Duggal Nilaksh Das Kevin Li Judy Hoffman Duen Horng Chau 17 2 0 30 Mar 2022
TubeDETR: Spatio-Temporal Video Grounding with Transformers Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 28 94 0 30 Mar 2022
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 12 91 0 30 Mar 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 19 18 0 29 Mar 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 26 39 0 29 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training Xiaotong Li Yixiao Ge Kun Yi Zixuan Hu Ying Shan Ling-yu Duan 29 38 0 29 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 25 18 0 29 Mar 2022
End-to-End Transformer Based Model for Image Captioning Yiyu Wang Jungang Xu Yingfei Sun VLM ViT 18 117 0 29 Mar 2022
Parameter-efficient Model Adaptation for Vision Transformers Xuehai He Chunyuan Li Pengchuan Zhang Jianwei Yang X. Wang 20 81 0 29 Mar 2022
Few-Shot Object Detection with Fully Cross-Transformer G. Han Jiawei Ma Shiyuan Huang Long Chen Shih-Fu Chang 10 129 0 28 Mar 2022
Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li Bohan Zhuang Guangrun Wang Xiaodan Liang Xiaojun Chang Yi Yang 16 46 0 28 Mar 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 23 87 0 27 Mar 2022
RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Z. Geng Luming Liang Tianyu Ding Ilya Zharkov 17 68 0 27 Mar 2022