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A Survey on Generative Diffusion Model

6 September 2022

Hanqun Cao

Cheng Tan

Zhangyang Gao

Yilun Xu

Guangyong Chen

Pheng-Ann Heng

Stan Z. Li

MedIm

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Papers citing "A Survey on Generative Diffusion Model"

37 / 37 papers shown

Title
Beyond Blur: A Fluid Perspective on Generative Diffusion Models Grzegorz Gruszczynski Michal Jan Wlodarczyk Jakub J Meixner Przemyslaw Musialski DiffM 33 0 0 20 Jun 2025
DM-FNet: Unified multimodal medical image fusion via diffusion process-trained encoder-decoder Dan He Weisheng Li Guofen Wang Yuping Huang Shiqiang Liu MedIm 31 0 0 18 Jun 2025
Toward Rich Video Human-Motion2D Generation Ruihao Xi Xuekuan Wang Yongcheng Li Shuhua Li Zichen Wang Yiwei Wang Feng Wei Cairong Zhao VGen 35 0 0 17 Jun 2025
MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model Bi Yuda Jia Sihan Gao Yutong Abrol Anees Fu Zening Calhoun Vince MedIm 20 0 0 16 Jun 2025
GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis Hu Xu Yang Jingling Jia Sihan Bi Yuda Calhoun Vince MedIm AI4CE 18 0 0 15 Jun 2025
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data Tuan Truong Rithwik Sudharsan Yibo Yang Peter Xiangyuan Ma Ruihan Yang Stephan Mandt Joshua S. Bloom 50 0 0 10 Jun 2025
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era Nima Dehghani AI4CE 122 0 0 12 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 104 2 0 11 May 2025
Learning Graph Representation of Agent Diffusers Youcef Djenouri Nassim Belmecheri Tomasz Michalak Jan Dubiñski Ahmed Nabil Belbachir Anis Yazidi AI4CE 222 0 0 10 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 85 0 0 09 May 2025
Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao Haoran Duan Yang Long Jiawei Han 95 1 0 03 May 2025
AGI-Driven Generative Semantic Communications: Principles and Practices Xiaojun Yuan Haoming Ma Yinuo Huang Zhoufan Hua Yong Zuo Z. Ding AI4CE 88 0 0 21 Apr 2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models Fanmeng Wang Wentao Guo Qi Ou Hongshuai Wang Haitao Lin Hongteng Xu Zhifeng Gao AI4CE 116 2 0 11 Apr 2025
Maximizing Signal in Human-Model Preference Alignment Kelsey Kraus Margaret Kroll ALM 86 1 0 06 Mar 2025
Tera-MIND: Tera-scale mouse brain simulation via spatial mRNA-guided diffusion Jiqing Wu Ingrid Berg Yawei Li Ender Konukoglu V. Koelzer AI4CE 139 0 0 03 Mar 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 128 0 0 24 Feb 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 158 0 0 19 Feb 2025
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation Minghao Fu Guo-Hua Wang Liangfu Cao Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 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 176 1 0 20 Jan 2025
Quantum Diffusion Model for Quark and Gluon Jet Generation Mariia Baidachna Rey Guadarrama Gopal Ramesh Dahale Tom Magorsch Isabel Pedraza Konstantin T. Matchev Katia Matcheva Kyoungchul Kong S. Gleyzer DiffM 180 0 0 31 Dec 2024
Expert-elicitation method for non-parametric joint priors using normalizing flows F. Bockting Stefan T. Radev Paul-Christian Bürkner BDL 219 2 0 24 Nov 2024
Exploiting Watermark-Based Defense Mechanisms in Text-to-Image Diffusion Models for Unauthorized Data Usage Soumil Datta Shih-Chieh Dai Leo Yu Guanhong Tao WIGM 133 0 0 22 Nov 2024
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian Ajmal Mian DiffM 167 0 0 21 Nov 2024
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models Kiwoong Yoo Owen Oertell Junhyun Lee Sanghoon Lee Jaewoo Kang 99 0 0 28 Oct 2024
Text-Guided Multi-Property Molecular Optimization with a Diffusion Language Model Yida Xiong Kun Li Jiameng Chen Hongzhi Zhang Di Lin Shirui Pan Wenbin Hu 127 3 0 17 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 126 10 0 28 Sep 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 108 4 0 26 Sep 2024
Machine-learning based high-bandwidth magnetic sensing Galya Haim Stefano Martina John Howell Nir Bar-Gill Filippo Caruso 53 0 0 19 Sep 2024
Constrained Diffusion Models via Dual Training Shervin Khalafi Dongsheng Ding Alejandro Ribeiro 116 4 0 27 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 132 19 0 06 Aug 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 152 5 0 16 Jul 2024
Convergence of the denoising diffusion probabilistic models for general noise schedules Yumiharu Nakano DiffM 167 1 0 03 Jun 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 113 10 0 17 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 309 103 0 27 Feb 2024
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 205 19 0 23 Aug 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 186 56 0 07 Jun 2023
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 257 616 0 02 Nov 2022