Dual Aggregation Transformer for Image Super-Resolution

7 August 2023

Jinjin Gu

Papers citing "Dual Aggregation Transformer for Image Super-Resolution"

50 / 73 papers shown

Title
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization Jae-Won Chung Jiachen Liu Jeff J. Ma Ruofan Wu Oh Jun Kweon Yuxuan Xia Zhiyu Wu Mosharaf Chowdhury 16 0 0 09 May 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 36 0 0 21 Apr 2025
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong J. Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 53 0 0 20 Apr 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Z. Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 37 0 0 30 Mar 2025
A Lightweight Image Super-Resolution Transformer Trained on Low-Resolution Images Only Björn Möller Lucas Görnhardt Tim Fingscheidt ViT 44 0 0 30 Mar 2025
MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution X. Li Jianlong Wu Xinchuan Huang C. L. Philip Chen Weili Guan Xian-Sheng Hua Liqiang Nie DiffM 51 0 0 11 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 62 0 0 10 Mar 2025
Blind Video Super-Resolution based on Implicit Kernels Qiang Zhu Yuxuan Jiang Shuyuan Zhu Fan Zhang David Bull B. Zeng 67 0 0 10 Mar 2025
QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution Libo Zhu Haotong Qin Kaicheng Yang W. J. Li Yong Guo Yulun Zhang Susanto Rahardja Xiaokang Yang MQ DiffM 59 0 0 07 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Z. Wang Yang Zou Z. Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 71 1 0 03 Mar 2025
CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution Kai Liu Dehui Wang Zhiteng Li Zheng Chen Yong Guo W. J. Li L. Kong Yulun Zhang MQ 63 0 0 24 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation J. Li Jiezhang Cao Yong Guo W. J. Li Yulun Zhang DiffM 73 0 0 04 Feb 2025
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu J. Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Y. Wang Lizhuang Ma 78 1 0 05 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 78 1 0 05 Dec 2024
HAAT: Hybrid Attention Aggregation Transformer for Image Super-Resolution Song-Jiang Lai Tsun-Hin Cheung Ka-Chun Fung Kai-wen Xue Kin-Man Lama ViT 64 0 0 27 Nov 2024
PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution Libo Zhu J. Li Haotong Qin W. J. Li Yulun Zhang Yong Guo Xiaokang Yang DiffM MQ 64 1 0 26 Nov 2024
MambaIRv2: Attentive State Space Restoration Hang Guo Yong Guo Yaohua Zha Yulun Zhang W. J. Li Tao Dai Shu-Tao Xia Yawei Li Mamba 118 12 0 22 Nov 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models Yang-Che Sun Cheng Yu Yeo Ernie Chu Jun-Cheng Chen Yu-Lun Liu SupR 28 0 0 23 Oct 2024
ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution Yuhao Wan Peng-Tao Jiang Qibin Hou Hao Zhang Jinwei Chen Ming-Ming Cheng Bo Li DiffM 26 1 0 18 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 16 1 0 11 Oct 2024
Unifying Dimensions: A Linear Adaptive Approach to Lightweight Image Super-Resolution Zhenyu Hu Wanjie Sun 13 0 0 26 Sep 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 43 17 0 25 Sep 2024
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen Dawei Yin 22 0 0 25 Sep 2024
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning Sree Rama Vamsidhar S Rama Krishna Gorthi 23 0 0 17 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 16 4 0 05 Sep 2024
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 40 1 0 02 Sep 2024
Enhanced Control for Diffusion Bridge in Image Restoration Conghan Yue Zhengwei Peng Junlong Ma Dongyu Zhang 28 2 0 29 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 38 2 0 27 Aug 2024
A Survey of Camouflaged Object Detection and Beyond Fengyang Xiao Sujie Hu Yuqi Shen Chengyu Fang Jinfa Huang Chunming He Longxiang Tang Ziyun Yang Xiu Li 57 9 0 26 Aug 2024
QMambaBSR: Burst Image Super-Resolution with Query State Space Model Xin Di Long Peng Peizhe Xia Wenbo Li Renjing Pei Yang Cao Yang Wang Zheng-Jun Zha 46 6 0 16 Aug 2024
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 30 0 0 10 Aug 2024
A Prior Embedding-Driven Architecture for Long Distance Blind Iris Recognition Q. Xiong Xinman Zhang Jun Shen CVBM 20 0 0 01 Aug 2024
Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution Dinh Phu Tran Dao Duy Hung Daeyoung Kim SupR 32 0 0 23 Jul 2024
Strengthening Layer Interaction via Dynamic Layer Attention Kaishen Wang Xun Xia Jian Liu Zhang Yi Tao He 16 3 0 19 Jun 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 20 51 0 12 Jun 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution Kai Liu Haotong Qin Yong Guo Xin Yuan Linghe Kong Guihai Chen Yulun Zhang MQ 27 3 0 10 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 32 8 0 09 Jun 2024
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge Nan Zhang Xidan Zhang Jianing Wei Fangjun Wang Zhiming Tan MDE 20 0 0 06 Jun 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 21 5 0 24 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan S. K. Roy Tianyang Wang MedIm 37 1 0 20 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 25 2 0 13 May 2024
Super-Resolving Blurry Images with Events Chi Zhang Mingyuan Lin Xiang Zhang Chenxu Jiang Lei Yu SupR 35 0 0 11 May 2024
An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution Naveed Sultan Amir Hajian S. Aramvith SupR 19 6 0 07 May 2024
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing Leonardo Rossi Vittorio Bernuzzi Tomaso Fontanini Massimo Bertozzi Andrea Prati 45 3 0 29 Apr 2024
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 26 0 0 18 Apr 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 34 6 0 17 Apr 2024
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets D. Tran Armstrong Aboah Yuntae Jeon Maged Shoman Minsoo Park Seunghee Park 31 6 0 15 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 28 32 0 15 Apr 2024
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures Arkaprabha Basu Kushal Bose S. S. Mullick A. Chakrabarty Swagatam Das 27 1 0 09 Apr 2024