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Swin Transformer V2: Scaling Up Capacity and Resolution
v1v2 (latest)

Swin Transformer V2: Scaling Up Capacity and Resolution

18 November 2021
Ze Liu
Han Hu
Yutong Lin
Zhuliang Yao
Zhenda Xie
Yixuan Wei
Jia Ning
Yue Cao
Zheng Zhang
Li Dong
Furu Wei
B. Guo
    ViT
ArXiv (abs)PDFHTMLGithub (14834★)

Papers citing "Swin Transformer V2: Scaling Up Capacity and Resolution"

50 / 840 papers shown
Title
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator
Banafsheh Adami
Nima Karimian
82
1
0
01 Apr 2025
GRU-AUNet: A Domain Adaptation Framework for Contactless Fingerprint Presentation Attack Detection
GRU-AUNet: A Domain Adaptation Framework for Contactless Fingerprint Presentation Attack Detection
Banafsheh Adami
Nima Karimian
68
0
0
01 Apr 2025
LATex: Leveraging Attribute-based Text Knowledge for Aerial-Ground Person Re-Identification
LATex: Leveraging Attribute-based Text Knowledge for Aerial-Ground Person Re-Identification
Xiang Hu
Yuhao Wang
Pingping Zhang
Huchuan Lu
VLM
133
0
0
31 Mar 2025
Efficient Token Compression for Vision Transformer with Spatial Information Preserved
Efficient Token Compression for Vision Transformer with Spatial Information Preserved
Junzhu Mao
Yang Shen
Jinyang Guo
Yazhou Yao
Xiansheng Hua
ViT
141
0
0
30 Mar 2025
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
Yuta Hirabayashi
Daisuke Matsuoka
DiffM
70
0
0
25 Mar 2025
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling
Qiusheng Huang
Xiaohui Zhong
Xu Fan
Lei Chen
Hao Li
AI4TSAI4CE
89
0
0
25 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation
Jungsoo Lee
Debasmit Das
Munawar Hayat
Sungha Choi
Kyuwoong Hwang
Fatih Porikli
VLM
110
1
0
23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
Yawei Li
Bin Ren
Christos Sakaridis
Rakesh Ranjan
Mengyuan Liu
N. Sebe
Ming-Hsuan Yang
Luca Benini
101
0
0
22 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models?
Beyond Accuracy: What Matters in Designing Well-Behaved Models?
Robin Hesse
Doğukan Bağcı
Bernt Schiele
Simone Schaub-Meyer
Stefan Roth
VLM
112
0
0
21 Mar 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
Ziang Li
Hongguang Zhang
Juan Wang
Meihui Chen
Hongxin Hu
Wenzhe Yi
Xiaoyang Xu
Mengda Yang
Chenjun Ma
144
0
0
20 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
Amirhossein Kazerouni
Soroush Mehraban
Michael Brudno
Babak Taati
90
2
0
19 Mar 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition
Shristi Das Biswas
Efstathia Soufleri
Arani Roy
Kaushik Roy
116
0
0
17 Mar 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery
Yansheng Li
Yuning Wu
Gong Cheng
Chao Tao
Bo Dang
...
Chuxu Zhang
Yang Liu
Xianfeng Tang
Jiayi Ma
Yongjun Zhang
90
3
0
14 Mar 2025
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer
Zhang Zhang
Chao Sun
Chao Yue
Da Wen
Yujie Chen
Tianze Wang
Jianghao Leng
ViT
88
1
0
13 Mar 2025
Dynamic Dictionary Learning for Remote Sensing Image Segmentation
Xuechao Zou
Yue Li
Shun Zhang
Kai Li
Shiying Wang
Pin Tao
Junliang Xing
Congyan Lang
90
0
0
09 Mar 2025
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression
H. Fu
Jie Liang
Zhenman Fang
Jingning Han
135
0
0
09 Mar 2025
Viewport-Unaware Blind Omnidirectional Image Quality Assessment: A Flexible and Effective Paradigm
Jiebin Yan
Kangcheng Wu
Junjie Chen
Ziwen Tan
Yuming Fang
115
1
0
08 Mar 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
Runze Zhang
Guoguang Du
Xiaochuan Li
Qi Jia
Liang Jin
...
Zhenhua Guo
Yaqian Zhao
Xiaoli Gong
Rengang Li
Baoyu Fan
VGen
122
2
0
08 Mar 2025
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images
Rohit Menon
Nils Dengler
Sicong Pan
Gokul Krishna Chenchani
Maren Bennewitz
EDL
134
0
0
06 Mar 2025
Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment
Jiebin Yan
Ziwen Tan
Jiale Rao
Lei Wu
Yifan Zuo
Yuming Fang
100
0
0
05 Mar 2025
Task-Agnostic Attacks Against Vision Foundation Models
Brian Pulfer
Yury Belousov
Vitaliy Kinakh
Teddy Furon
S. Voloshynovskiy
AAML
109
0
0
05 Mar 2025
Adaptive Camera Sensor for Vision Models
Eunsu Baek
Sunghwan Han
Taesik Gong
Hyung-Sin Kim
VLM
Presented at ResearchTrend Connect | VLM on 28 Mar 2025
218
0
0
04 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling
Jonathan Fhima
Jan Van Eijgen
Lennert Beeckmans
Thomas Jacobs
Moti Freiman
Luis Filipe Nakayama
Ingeborg Stalmans
Chaim Baskin
Joachim A. Behar
MedIm
176
0
0
03 Mar 2025
SAR-W-MixMAE: SAR Foundation Model Training Using Backscatter Power Weighting
Ali Caglayan
Nevrez Imamoglu
T. Kouyama
148
0
0
03 Mar 2025
FLStore: Efficient Federated Learning Storage for non-training workloads
Ahmad Faraz Khan
Samuel Fountain
Ahmed M. Abdelmoniem
A. R. Butt
A. Anwar
FedML
114
0
0
01 Mar 2025
Investigating the contribution of terrain-following coordinates and conservation schemes in AI-driven precipitation forecasts
Investigating the contribution of terrain-following coordinates and conservation schemes in AI-driven precipitation forecasts
Yingkai Sha
John S. Schreck
William E. Chapman
David John Gagne II
74
1
0
01 Mar 2025
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognization
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognization
Jindong Li
Tim Hamann
Jens Barth
Peter Kaempf
Dario Zanca
Bjoern M. Eskofier
55
0
0
28 Feb 2025
Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions
Explainable, Multi-modal Wound Infection Classification from Images Augmented with Generated Captions
Palawat Busaranuvong
Emmanuel O. Agu
Reza Saadati Fard
Deepak Kumar
Shefalika Gautam
B. Tulu
Diane Strong
MedIm
138
0
0
27 Feb 2025
GONet: A Generalizable Deep Learning Model for Glaucoma Detection
GONet: A Generalizable Deep Learning Model for Glaucoma Detection
Or Abramovich
Hadas Pizem
Jonathan Fhima
Eran Berkowitz
Ben Gofrit
...
Meital Baskin
Jan Van Eijgen
Ingeborg Stalmans
E. Blumenthal
Joachim A. Behar
76
2
0
26 Feb 2025
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition
Paul Koch
Marian Schluter
Jörg Krüger
142
0
0
24 Feb 2025
MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images
MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images
Mustafa Yurdakul
Kubra Uyar
Şakir Tasdemir
129
1
0
24 Feb 2025
MEX: Memory-efficient Approach to Referring Multi-Object Tracking
MEX: Memory-efficient Approach to Referring Multi-Object Tracking
Huu-Thien Tran
Phuoc-Sang Pham
Thai-Son Tran
Khoa Luu
VOT
160
1
0
20 Feb 2025
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization
Precise GPS-Denied UAV Self-Positioning via Context-Enhanced Cross-View Geo-Localization
Yuanze Xu
Ming Dai
Wenxiao Cai
Wankou Yang
104
0
0
17 Feb 2025
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization
Zhongwei Chen
Zhao-Xu Yang
Hai-Jun Rong
SSL
130
0
0
17 Feb 2025
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
Dongsu Song
Daehwa Ko
Jay Hoon Jung
AAML
100
0
0
10 Feb 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
Liuqing Chen
Shuhong Xiao
Shixian Ding
Shanhai Hu
Lingyun Sun
137
0
0
10 Feb 2025
Learning Musical Representations for Music Performance Question Answering
Xingjian Diao
Chunhui Zhang
Tingxuan Wu
Ming Cheng
Z. Ouyang
Weiyi Wu
Jiang Gui
121
12
0
10 Feb 2025
Invizo: Arabic Handwritten Document Optical Character Recognition Solution
Alhossien Waly
Bassant Tarek
Ali Feteha
Rewan Yehia
Gasser Amr
Walid Gomaa
Ahmed M. Fares
146
0
0
07 Feb 2025
Addressing Out-of-Label Hazard Detection in Dashcam Videos: Insights from the COOOL Challenge
Anh-Kiet Duong
Petra Gomez-Krämer
131
2
0
27 Jan 2025
A margin-based replacement for cross-entropy loss
A margin-based replacement for cross-entropy loss
Michael W. Spratling
Heiko H. Schütt
158
0
0
21 Jan 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science
Kaiyuan Tian
Linbo Qiao
Baihui Liu
Gongqingjian Jiang
Dongsheng Li
98
0
0
21 Jan 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Junyu Xia
Jiesong Bai
Yihang Dong
ViT
246
0
0
21 Jan 2025
A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences
A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial Differences
Sijun Dong
Fangcheng Zuo
Geng Chen
Siming Fu
Xiaoliang Meng
51
0
0
19 Jan 2025
Keypoint Aware Masked Image Modelling
Keypoint Aware Masked Image Modelling
Madhava Krishna
Convin.AI
124
0
0
03 Jan 2025
VMamba: Visual State Space Model
VMamba: Visual State Space Model
Yue Liu
Yunjie Tian
Yuzhong Zhao
Hongtian Yu
Lingxi Xie
Yaowei Wang
Qixiang Ye
Jianbin Jiao
Yunfan Liu
Mamba
314
722
0
31 Dec 2024
Adaptive Dataset Quantization
Adaptive Dataset Quantization
Muquan Li
Dongyang Zhang
Qiang Dong
Xiurui Xie
Ke Qin
DDMQ
132
0
0
22 Dec 2024
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation
  via Hierarchical Modality Selection
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
Xu Zheng
Yuanhuiyi Lyu
Lutao Jiang
Jiazhou Zhou
Lin Wang
Xuming Hu
140
8
0
22 Dec 2024
V"Mean"ba: Visual State Space Models only need 1 hidden dimension
V"Mean"ba: Visual State Space Models only need 1 hidden dimension
Tien-Yu Chi
Hung-Yueh Chiang
Chi-Chih Chang
N. Huang
Kai-Chiang Wu
132
0
0
21 Dec 2024
Safety Monitoring of Machine Learning Perception Functions: a Survey
Safety Monitoring of Machine Learning Perception Functions: a Survey
Raul Sena Ferreira
Joris Guérin
Kevin Delmas
Jérémie Guiochet
H. Waeselynck
121
0
0
09 Dec 2024
Gesture Classification in Artworks Using Contextual Image Features
Gesture Classification in Artworks Using Contextual Image Features
Azhar Hussian
Mathias Zinnen
Thi My Hang Tran
Andreas Maier
Vincent Christlein
119
0
0
04 Dec 2024
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