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
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector Haiming Yao Xue Wang Wenyong Yu 15 9 0 01 Nov 2022
Training Vision-Language Models with Less Bimodal Supervision Elad Segal Ben Bogin Jonathan Berant VLM 19 2 0 01 Nov 2022
FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition Xingcheng Song Di Wu Binbin Zhang Zhiyong Wu Wenpeng Li ... Peng Zhang Zhendong Peng Fuping Pan Changbao Zhu Zhongqin Wu 19 2 0 31 Oct 2022
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Ehsan Khodapanah Aghdam Reza Azad Maral Zarvani Dorit Merhof ViT SSeg MedIm 26 47 0 30 Oct 2022
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection Shan Zhang Naila Murray Lei Wang Piotr Koniusz ViT 27 16 0 30 Oct 2022
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images Shengchao Chen Sufen Ren Guanjun Wang Mengxing Huang Chenyang Xue ViT MedIm 47 16 0 29 Oct 2022
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Chang-Tien Lu OOD BDL CML MedIm 24 0 0 28 Oct 2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images Yan Zhang Xiyuan Gao Qingyan Duan Jiaxu Leng Xiao Pu Xinbo Gao ViT 16 1 0 28 Oct 2022
Grafting Vision Transformers Jong Sung Park Kumara Kahatapitiya Donghyun Kim Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo ViT 21 2 0 28 Oct 2022
Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction Sadaf Khademi Shahin Heidarian Parnian Afshar F. Naderkhani A. Oikonomou Konstantinos Plataniotis Arash Mohammadi ViT MedIm 17 7 0 27 Oct 2022
Deep Learning Object Detection Approaches to Signal Identification Luke Wood K. Anderson Peter Gerstoft Richard Bell Raghab Subbaraman Dinesh Bharadia 11 2 0 27 Oct 2022
Masked Vision-Language Transformer in Fashion Ge-Peng Ji Mingchen Zhuge D. Gao Deng-Ping Fan Christos Sakaridis Luc Van Gool 17 25 0 27 Oct 2022
Synthetic Tumors Make AI Segment Tumors Better Qixing Hu Junfei Xiao Yixiong Chen Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou MedIm 25 11 0 26 Oct 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 24 79 0 26 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 12 3 0 26 Oct 2022
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence M. Jafari A. Shoeibi Navid Ghassemi Jónathan Heras Saiguang Ling ... Shuihua Wang R. Alizadehsani Juan M Gorriz U. Acharya Hamid Alinejad-Rokny MedIm 11 10 0 26 Oct 2022
TPFNet: A Novel Text In-painting Transformer for Text Removal Onkar Susladkar Dhruv Makwana Gayatri S Deshmukh Sparsh Mittal R. S. Teja Rekha Singhal ViT 6 3 0 26 Oct 2022
Adversarially Robust Medical Classification via Attentive Convolutional Neural Networks I. Wasserman OOD MedIm AAML 16 0 0 26 Oct 2022
Explicitly Increasing Input Information Density for Vision Transformers on Small Datasets Xiangyu Chen Ying Qin Wenju Xu A. Bur Cuncong Zhong Guanghui Wang ViT 33 3 0 25 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang T. Tan 22 23 0 25 Oct 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 16 8 0 25 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 23 156 0 24 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 20 120 0 24 Oct 2022
mm-Wave Radar Hand Shape Classification Using Deformable Transformers Athma Narayanan Asma Beevi K. T. Haoyang Wu Jingyi Ma W. Huang 8 2 0 24 Oct 2022
Gallery Filter Network for Person Search Lucas Jaffe A. Zakhor 8 12 0 24 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 30 59 0 23 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 23 55 0 23 Oct 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Xiaogang Xu Lei Wang Zaiyan Dai Jun Yang ViT 22 23 0 22 Oct 2022
High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers Kareem A. Eltouny S. Sajedi Xiao Liang 6 2 0 21 Oct 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 98 20 0 21 Oct 2022
Face Pyramid Vision Transformer Khawar Islam M. Zaheer Arif Mahmood ViT CVBM 19 4 0 21 Oct 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling Dongsheng Chen Chaofan Tao Lu Hou Lifeng Shang Xin Jiang Qun Liu VLM 25 18 0 21 Oct 2022
Boosting vision transformers for image retrieval Chull Hwan Song Jooyoung Yoon Shunghyun Choi Yannis Avrithis ViT 22 31 0 21 Oct 2022
Play It Back: Iterative Attention for Audio Recognition Alexandros Stergiou Dima Damen 19 4 0 20 Oct 2022
Single Image Super-Resolution Using Lightweight Networks Based on Swin Transformer Bolong Zhang Juan Chen Q. Wen ViT 25 1 0 20 Oct 2022
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 35 4 0 19 Oct 2022
Using deep convolutional neural networks to classify poisonous and edible mushrooms found in China Baiming Zhang Ying Zhao Zhixiang Li 17 5 0 19 Oct 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Zifeng Wang Zhenbang Wu Dinesh Agarwal Jimeng Sun CLIP VLM MedIm 26 394 0 18 Oct 2022
Sequence and Circle: Exploring the Relationship Between Patches Zhengyang Yu Jochen Triesch ViT 17 0 0 18 Oct 2022
1st Place Solutions for the UVO Challenge 2022 Jiajun Zhang Boyu Chen Zhilong Ji Jinfeng Bai Zonghai Hu 12 1 0 18 Oct 2022
Transfer-learning for video classification: Video Swin Transformer on multiple domains Daniel de Oliveira D. Matos ViT 24 0 0 18 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 18 3 0 17 Oct 2022
Forecasting Human Trajectory from Scene History Mancheng Meng Ziyan Wu Terrence Chen Xiran Cai X. Zhou Fan Yang Dinggang Shen 20 22 0 17 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers Tao Tang Changlin Li Guangrun Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang ViT 16 1 0 16 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 39 9 0 14 Oct 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers Hyeong Kyu Choi Joonmyung Choi Hyunwoo J. Kim ViT 21 35 0 14 Oct 2022
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture Yi Mo Dongxian Wu Yifei Wang Yiwen Guo Yisen Wang ViT 27 52 0 14 Oct 2022
SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds Pei Sun Mingxing Tan Weiyue Wang Chenxi Liu Fei Xia Zhaoqi Leng Drago Anguelov ViT 16 114 0 13 Oct 2022
CROWDLAB: Supervised learning to infer consensus labels and quality scores for data with multiple annotators Hui Wen Goh Ulyana Tkachenko Jonas W. Mueller 13 10 0 13 Oct 2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric N. D. Nguyen Karan Goel Albert Gu Gordon W. Downs Preey Shah Tri Dao S. Baccus Christopher Ré VLM 22 37 0 12 Oct 2022