Title
DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP Amber Yijia Zheng Yu Zhang Jun Hu Raymond A. Yeh Chen Chen DiffM 28 0 0 29 May 2025
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 149 0 0 16 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 232 0 0 12 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yuanxing Zhang Sina Farsiu 74 1 0 10 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 94 0 0 08 May 2025
Visual Text Processing: A Comprehensive Review and Unified Evaluation Yan Shu Weichao Zeng Fangmin Zhao Zeyu Chen Zhiyu Li ... Paolo Rota Xiang Bai Lianwen Jin Xu-Cheng Yin N. Sebe CoGe 97 3 0 30 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin Wenbo Li Xinghao Ding 81 2 0 05 Apr 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 83 0 0 25 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 97 1 0 20 Mar 2025
IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond Peng Hu Chunming He Lei Xu Jingduo Tian Sina Farsiu Yize Zhang Pei Liu Xiu Li 97 0 0 12 Mar 2025
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences Chenyang Zhu Kai Li Yue Ma Longxiang Tang Chengyu Fang Chubin Chen Qifeng Chen Xiu Li 147 15 0 02 Dec 2024
MambaIRv2: Attentive State Space Restoration Hang Guo Yong Guo Yaohua Zha Yulun Zhang Wenbo Li Tao Dai Shu-Tao Xia Yawei Li Mamba 169 21 0 22 Nov 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Yizeng Han Jiayi Guo Zhiyuan Liu Yuan Yao Gao Huang 95 5 0 11 Nov 2024
Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models? Zeliang Zhang Xin Liang Mingqian Feng Susan Liang Chenliang Xu 74 1 0 14 Oct 2024
Dynamic Diffusion Transformer Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Yibing Song Gao Huang Fan Wang Yang You 112 15 0 04 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 81 16 0 03 Oct 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 97 13 0 26 Aug 2024
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal Yeying Jin Xin Li Jiadong Wang Yan Zhang Malu Zhang 71 10 0 24 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 94 24 0 07 Jul 2024
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network Chengyu Fang Chunming He Fengyang Xiao Yulun Zhang Longxiang Tang Yuelin Zhang Kai Li Xiu Li 87 6 0 12 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 74 9 0 09 Jun 2024
FlowIE: Efficient Image Enhancement via Rectified Flow Yixuan Zhu Wenliang Zhao Ao Li Yansong Tang Jie Zhou Jiwen Lu DiffM 38 10 0 01 Jun 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 166 29 0 22 Apr 2024
EdgeFusion: On-Device Text-to-Image Generation Thibault Castells Hyoung-Kyu Song Tairen Piao Shinkook Choi Bo-Kyeong Kim Hanyoung Yim Changgwun Lee Jae Gon Kim Tae-Ho Kim VLM 58 6 0 18 Apr 2024
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution Zhikai Chen Fuchen Long Zhaofan Qiu Ting Yao Wengang Zhou Jiebo Luo Tao Mei DiffM 75 15 0 25 Mar 2024
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline) Eyoel Gebre Krishna Saxena Timothy Tran 36 1 0 24 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 76 37 0 17 Mar 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 107 7 0 17 Mar 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu Yukang Lin Haonan Han Sicheng Yang Ronghui Li Yachao Zhang Xiu Li Mamba 119 26 0 14 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 99 9 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 93 38 0 12 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 288 1,388 0 05 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 157 102 0 27 Feb 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 83 152 0 24 Jan 2024
Concealed Object Segmentation with Hierarchical Coherence Modeling Fengyang Xiao Pan Zhang Chunming He Runze Hu Yutao Liu 83 9 0 22 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 62 14 0 08 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 78 41 0 01 Jan 2024
EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI Tai Wang Xiaohan Mao Chenming Zhu Runsen Xu Ruiyuan Lyu ... Tianfan Xue Xihui Liu Cewu Lu Dahua Lin Jiangmiao Pang LM&Ro 79 74 0 26 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 82 27 0 08 Dec 2023
Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration Yuang Ai Huaibo Huang Xiaoqiang Zhou Jiexiang Wang Ran He DiffM 70 29 0 05 Dec 2023
Image Inpainting via Tractable Steering of Diffusion Models Hoang Trung-Dung Mathias Niepert Guy Van den Broeck DiffM TPM 69 21 0 28 Nov 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Haoyu Chen Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 119 46 0 27 Nov 2023
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi Haoshuai Zheng Chen Xu Changsheng Dong Bin Pan Xueshuo Xie Along He Tao Li Huazhu Fu DiffM 76 4 0 25 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 156 119 0 23 Nov 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 112 32 0 20 Nov 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 112 88 0 26 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 112 45 0 16 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 89 111 0 11 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 69 12 0 10 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 52 2 0 07 Oct 2023