Title
A cross Transformer for image denoising Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 22 73 0 16 Oct 2023
IFT: Image Fusion Transformer for Ghost-free High Dynamic Range Imaging Hai-lin Wang Wei Li Yuanyuan Xi Jie Hu Hanting Chen Longyu Li Yun Wang 12 1 0 26 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 19 6 0 08 Sep 2023
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks Jinyang Liu Sheng Di Sian Jin Kai Zhao Xin Liang Zizhong Chen Franck Cappello 25 8 0 07 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 16 3 0 06 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 23 11 0 06 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 25 14 0 17 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu L. Kong Xiaokang Yang F. I. F. Richard Yu ViT 11 166 0 07 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 26 13 0 27 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 13 20 0 20 Jul 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification Miaoge Li Dongsheng Wang Xinyang Liu Zequn Zeng Ruiying Lu Bo Chen Mingyuan Zhou VLM OT 16 15 0 18 Jul 2023
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning Pu Ren N. Benjamin Erichson Shashank Subramanian Omer San Z. Lukić Michael W. Mahoney Michael W. Mahoney 34 13 0 24 Jun 2023
InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding Hanrong Ye Dan Xu ViT 23 10 0 08 Jun 2023
BokehOrNot: Transforming Bokeh Effect with Image Transformer and Lens Metadata Embedding Zhihao Yang Wenyi Lian Siyuan Lai 30 6 0 06 Jun 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 26 12 0 24 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 24 16 0 23 May 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 29 5 0 18 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 32 281 0 11 May 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jiezhang Cao Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 30 6 0 06 May 2023
OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution Xiaopeng Sun Weiqi Li Zhenyu Zhang Qiufang Ma Xuhan Sheng ... Haoyu Ma Shijie Zhao Jian Zhang Junlin Li Li Zhang MDE SupR 27 12 0 26 Apr 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 15 2 0 24 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach Xuan-Bac Nguyen C. Duong Marios Savvides Kaushik Roy Hugh Churchill Khoa Luu 24 9 0 14 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 18 20 0 12 Apr 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 29 5 0 06 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 0 04 Apr 2023
Learning Dynamic Style Kernels for Artistic Style Transfer Wenju Xu Chengjiang Long Yongwei Nie 21 14 0 02 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution Haoming Chen Yu-Syuan Xu Minui Hong Yi-Min Tsai Hsien-Kai Kuo Chun-Yi Lee OffRL 31 46 0 29 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 21 1 0 23 Mar 2023
Tracker Meets Night: A Transformer Enhancer for UAV Tracking Junjie Ye Changhong Fu Ziang Cao Shan An Guang-Zheng Zheng Bowen Li 32 51 0 20 Mar 2023
Human MotionFormer: Transferring Human Motions with Vision Transformers Hongyu Liu Xintong Han Chengbin Jin Lihui Qian Huawei Wei ... Faqiang Wang Haoye Dong Yibing Song Jia Xu Qifeng Chen 11 10 0 22 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio' ViT MedIm 24 5 0 22 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 25 20 0 21 Feb 2023
Transformadores: Fundamentos teoricos y Aplicaciones J. D. L. Torre 63 0 0 18 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 28 17 0 13 Feb 2023
X-ReID: Cross-Instance Transformer for Identity-Level Person Re-Identification Leqi Shen Tao He Yuchen Guo Guiguang Ding 39 5 0 04 Feb 2023
ShadowFormer: Global Context Helps Image Shadow Removal Lanqing Guo Siyu Huang Dingshuo Liu Hao Cheng B. Wen ViT 34 45 0 03 Feb 2023
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense Zunzhi You Daochang Liu Bohyung Han Chang Xu AAML VLM 35 4 0 02 Feb 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution Xiang Li Jin-shan Pan Jinhui Tang Jiangxin Dong 37 31 0 05 Jan 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 19 2 0 15 Dec 2022
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 22 5 0 08 Dec 2022
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting Elena Orlova Haokun Liu Raphael Rossellini B. Cash Rebecca Willett 24 3 0 29 Nov 2022
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection Y. Chen Zhengzhe Liu Baoheng Zhang W. Fok Xiaojuan Qi Yik-Chung Wu 10 108 0 28 Nov 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 29 308 0 26 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 22 141 0 22 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zhangyang Wang Yanzhi Wang ViT 26 22 0 19 Nov 2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers Peiyan Dong Mengshu Sun Alec Lu Yanyue Xie Li-Yu Daisy Liu ... Xin Meng Z. Li Xue Lin Zhenman Fang Yanzhi Wang ViT 26 57 0 15 Nov 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
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks Dave Van Veen Rogier van der Sluijs Batu Mehmet Ozturkler Arjun D Desai Christian Blüthgen ... Gordon Wetzstein David B. Lindell S. Vasanawala John M. Pauly Akshay S. Chaudhari SupR MedIm 23 7 0 17 Oct 2022