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Diffusion Models in Vision: A Survey

10 September 2022

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Papers citing "Diffusion Models in Vision: A Survey"

50 / 191 papers shown

Title
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 226 0 0 12 May 2025
Learning Graph Representation of Agent Diffusers Youcef Djenouri Nassim Belmecheri Tomasz Michalak Jan Dubiñski Ahmed Nabil Belbachir Anis Yazidi AI4CE 200 0 0 10 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 84 1 0 08 May 2025
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Haozhen Situ DiffM 204 0 0 08 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 268 0 0 05 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 80 0 0 02 May 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yuanxing Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Yan Li Di Zhang 112 0 0 14 Apr 2025
SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow Kenan Tang Yanhong Li Yao Qin DiffM 79 0 0 13 Apr 2025
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 169 1 0 01 Apr 2025
Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST Chi-Sheng Chen Wei An Hou Siang-Wei Hu Zhen-Sheng Cai VLM 128 2 0 30 Mar 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 237 0 0 27 Mar 2025
DiffusedWrinkles: A Diffusion-Based Model for Data-Driven Garment Animation R. Vidaurre Elena Garces Dan Casas DiffM AI4CE 117 1 0 24 Mar 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration Mingyang Song Xiaoye Qu Jiawei Zhou Yu Cheng VLM 115 1 0 17 Mar 2025
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 119 1 0 11 Mar 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 139 0 0 19 Feb 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 100 0 0 18 Feb 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 131 1 0 20 Jan 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 187 2 0 17 Jan 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 133 3 0 17 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 134 6 0 03 Jan 2025
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models Gen Li Yuling Yan DiffM 81 22 0 03 Jan 2025
Disentangling data distribution for Federated Learning Xinyuan Zhao Hanlin Gu Lixin Fan Qiang Yang Yuxing Han OOD FedML 114 0 0 31 Dec 2024
Any-Resolution AI-Generated Image Detection by Spectral Learning Dimitrios Karageorgiou Symeon Papadopoulos I. Kompatsiaris Efstratios Gavves 133 1 0 28 Nov 2024
DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Yuxuan Yang Wenwen Qiang Jingyao Wang Jingyao Wang Changwen Zheng DiffM 128 0 0 25 Nov 2024
Are Transformers Truly Foundational for Robotics? James A. R. Marshall Andrew B. Barron AI4CE 120 0 0 25 Nov 2024
CleAR: Robust Context-Guided Generative Lighting Estimation for Mobile Augmented Reality Yiqin Zhao Mallesham Dasari Tian Guo 82 0 0 04 Nov 2024
A noise-corrected Langevin algorithm and sampling by half-denoising Aapo Hyvärinen DiffM 71 1 0 08 Oct 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 342 0 0 25 Sep 2024
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling Vivek Oommen Aniruddha Bora Zhen Zhang George Karniadakis DiffM 103 19 0 13 Sep 2024
Latent Feature and Attention Dual Erasure Attack against Multi-View Diffusion Models for 3D Assets Protection Jingwei Sun Xuchong Zhang Changfeng Sun Qicheng Bai Hongbin Sun AAML DiffM 105 0 0 21 Aug 2024
Perception-guided Jailbreak against Text-to-Image Models Yihao Huang Le Liang Tianlin Li Xiaojun Jia Run Wang Weikai Miao G. Pu Yang Liu 74 10 0 20 Aug 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 154 17 0 17 Jul 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 114 5 0 16 Jul 2024
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation Tianyu Wei Shanmin Pang Qi Guo Yizhuo Ma Yihao Huang Ming-Ming Cheng Qing Guo 373 2 0 22 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 154 41 0 17 Jun 2024
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction Eduard Poesina Adriana Valentina Costache Adrian-Gabriel Chifu Josiane Mothe Radu Tudor Ionescu VLM 129 1 0 07 Jun 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 92 3 0 23 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 129 7 0 22 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 177 21 0 09 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 104 5 0 06 May 2024
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz Martin J. Menten Tamara T. Mueller Daniel Rueckert MedIm 99 3 0 25 Mar 2024
Diffusion-Reinforcement Learning Hierarchical Motion Planning in Multi-agent Adversarial Games Zixuan Wu Sean Ye Manisha Natarajan Matthew C. Gombolay 112 6 0 16 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 151 102 0 27 Feb 2024
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 136 1 0 19 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 100 2 0 15 Dec 2023
Optimized View and Geometry Distillation from Multi-view Diffuser Youjia Zhang Zikai Song Junqing Yu Yawei Luo Wei Yang 92 0 0 11 Dec 2023
Stable Diffusion for Data Augmentation in COCO and Weed Datasets Boyang Deng 44 1 0 07 Dec 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 106 3 0 03 Sep 2023
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 86 263 0 29 Jul 2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Robin Rombach A. Blattmann Bjorn Ommer DiffM 69 71 0 26 Jul 2022