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Diffusion Models in Vision: A Survey
v1v2v3v4v5 (latest)

Diffusion Models in Vision: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
10 September 2022
Florinel-Alin Croitoru
Vlad Hondru
Radu Tudor Ionescu
M. Shah
    DiffMVLMMedIm
ArXiv (abs)PDFHTMLGithub

Papers citing "Diffusion Models in Vision: A Survey"

50 / 747 papers shown
MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification
MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification
Yujian Zhao
Hankun Liu
Guanglin Niu
218
1
0
03 Dec 2025
Assimilation Matters: Model-level Backdoor Detection in Vision-Language Pretrained Models
Assimilation Matters: Model-level Backdoor Detection in Vision-Language Pretrained Models
Z. Wang
Jie M. Zhang
Shiguang Shan
Xilin Chen
AAML
427
0
0
29 Nov 2025
GreenPlanner: Practical Floorplan Layout Generation via an Energy-Aware and Function-Feasible Generative Framework
GreenPlanner: Practical Floorplan Layout Generation via an Energy-Aware and Function-Feasible Generative Framework
Pengyu Zeng
Yuqin Dai
Jun Yin
Jing Zhong
Ziyang Han
Chaoyang Shi
ZhanXiang Jin
Maowei Jiang
Yuxing Han
Shuai Lu
105
0
0
29 Nov 2025
DM$^3$T: Harmonizing Modalities via Diffusion for Multi-Object Tracking
DM3^33T: Harmonizing Modalities via Diffusion for Multi-Object Tracking
Weiran Li
Yeqiang Liu
Yijie Wei
Mina Han
Qiannan Guo
Zhenbo Li
DiffM
168
0
0
28 Nov 2025
HybridWorldSim: A Scalable and Controllable High-fidelity Simulator for Autonomous Driving
HybridWorldSim: A Scalable and Controllable High-fidelity Simulator for Autonomous Driving
Qiang Li
Yingwenqi Jiang
Tuoxi Li
Duyu Chen
Xiang Feng
...
Bingtao Gao
Xueyuan Wang
Shuchang Zhou
Xianming Liu
Ligang Liu
274
1
0
27 Nov 2025
A Fast and Efficient Modern BERT based Text-Conditioned Diffusion Model for Medical Image Segmentation
A Fast and Efficient Modern BERT based Text-Conditioned Diffusion Model for Medical Image Segmentation
Venkata Siddharth Dhara
Pawan Kumar
DiffMMedIm
361
0
0
26 Nov 2025
Temporal-Visual Semantic Alignment: A Unified Architecture for Transferring Spatial Priors from Vision Models to Zero-Shot Temporal Tasks
Temporal-Visual Semantic Alignment: A Unified Architecture for Transferring Spatial Priors from Vision Models to Zero-Shot Temporal Tasks
Xiangkai Ma
Han Zhang
Wenzhong Li
Sanglu Lu
AI4TSVGen
353
0
0
25 Nov 2025
MonoMSK: Monocular 3D Musculoskeletal Dynamics Estimation
MonoMSK: Monocular 3D Musculoskeletal Dynamics Estimation
Farnoosh Koleini
Hongfei Xue
Ahmed Helmy
Pu Wang
301
1
0
24 Nov 2025
How Noise Benefits AI-generated Image Detection
How Noise Benefits AI-generated Image Detection
Jiazhen Yan
Wandi Qiao
Fan Wang
Kai Zeng
Zhangjie Fu
AAML
291
0
0
20 Nov 2025
Towards Overcoming Data Scarcity in Nuclear Energy: A Study on Critical Heat Flux with Physics-consistent Conditional Diffusion Model
Towards Overcoming Data Scarcity in Nuclear Energy: A Study on Critical Heat Flux with Physics-consistent Conditional Diffusion Model
Farah Alsafadi
Alexandra Akins
Xu Wu
DiffM
273
0
0
20 Nov 2025
TS-PEFT: Unveiling Token-Level Redundancy in Parameter-Efficient Fine-Tuning
TS-PEFT: Unveiling Token-Level Redundancy in Parameter-Efficient Fine-Tuning
Dabiao Ma
Ziming Dai
Zhimin Xin
Shu Wang
Ye Wang
Haojun Fei
261
0
0
20 Nov 2025
Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping
Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping
Sun Han Neo
Sachith Seneviratne
Herath Mudiyanselage Viraj Vidura Herath
Abhishek Saha
Sanka Rasnayaka
Lucy Amanda Marshall
AI4CE
101
1
0
18 Nov 2025
DriveLiDAR4D: Sequential and Controllable LiDAR Scene Generation for Autonomous Driving
DriveLiDAR4D: Sequential and Controllable LiDAR Scene Generation for Autonomous Driving
Kaiwen Cai
Xinze Liu
Xia Zhou
Hengtong Hu
Jie Xiang
Luyao Zhang
Xueyang Zhang
Kun Zhan
Yifei Zhan
Xianpeng Lang
3DPC
428
0
0
17 Nov 2025
TIMERIPPLE: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space
TIMERIPPLE: Accelerating vDiTs by Understanding the Spatio-Temporal Correlations in Latent Space
Wenxuan Miao
Yulin Sun
Aiyue Chen
Jing Lin
Yiwu Yao
Yiming Gan
Jieru Zhao
Jingwen Leng
Mingyi Guo
Yu Feng
237
0
0
15 Nov 2025
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
Chenxu Wu
Qingpeng Kong
Peiang Zhao
Wendi Yang
Wenxin Ma
Fenghe Tang
Zihang Jiang
S.Kevin Zhou
DiffM
166
0
0
13 Nov 2025
Taming Identity Consistency and Prompt Diversity in Diffusion Models via Latent Concatenation and Masked Conditional Flow Matching
Taming Identity Consistency and Prompt Diversity in Diffusion Models via Latent Concatenation and Masked Conditional Flow MatchingIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024
Aditi Singhania
Arushi Jain
Krutik Malani
Riddhi Dhawan
Souymodip Chakraborty
Vineet Batra
Ankit Phogat
DiffM
167
12
0
11 Nov 2025
Gateways to Tractability for Satisfiability in Pearl's Causal Hierarchy
Gateways to Tractability for Satisfiability in Pearl's Causal Hierarchy
R. Ganian
Marlene Gründel
Simon Wietheger
TPMLRM
324
1
0
11 Nov 2025
PADM: A Physics-aware Diffusion Model for Attenuation Correction
PADM: A Physics-aware Diffusion Model for Attenuation Correction
T. Pham
Hoang Minh Vu
Anh Duc Chu
D. Nguyen
Trung Thanh Nguyen
Thao Nguyen Truong
Mai Hong Son
T. Nguyen
Phi Le Nguyen
MedIm
221
0
0
10 Nov 2025
Argus: Quality-Aware High-Throughput Text-to-Image Inference Serving System
Argus: Quality-Aware High-Throughput Text-to-Image Inference Serving System
Shubham Agarwal
Subrata Mitra
Saud Iqbal
DiffMVLM
299
0
0
10 Nov 2025
PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork
PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork
Hohei Chan
Xinzhi Zhang
Antao Xiang
Weinan Zhang
Mengchen Zhao
174
0
0
10 Nov 2025
Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement
Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement
Xiongri Shen
Jiaqi Wang
Yi Zhong
Zhenxi Song
Leilei Zhao
...
Lingyan Liang
Shuqiang Wang
Baiying Lei
Demao Deng
Zhiguo Zhang
MedIm
178
0
0
07 Nov 2025
When Generative Artificial Intelligence meets Extended Reality: A Systematic Review
When Generative Artificial Intelligence meets Extended Reality: A Systematic ReviewInternational Journal of Human-Computer Interaction (IJHCI), 2025
Xinyu Ning
Yan Zhuo
Xian Wang
Chan-In Devin Sio
Lik-Hang Lee
243
2
0
05 Nov 2025
Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising
Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising
Shuangquan Lyu
Steven Mao
Yue Ma
DiffMVGen
373
1
0
05 Nov 2025
Diffusion-SDPO: Safeguarded Direct Preference Optimization for Diffusion Models
Diffusion-SDPO: Safeguarded Direct Preference Optimization for Diffusion Models
Minghao Fu
Guo-Hua Wang
Tianyu Cui
Qing-Guo Chen
Zhao Xu
Weihua Luo
Kaifu Zhang
384
2
0
05 Nov 2025
C3-Diff: Super-resolving Spatial Transcriptomics via Cross-modal Cross-content Contrastive Diffusion Modelling
C3-Diff: Super-resolving Spatial Transcriptomics via Cross-modal Cross-content Contrastive Diffusion Modelling
Xiaofei Wang
Stephen J. Price
Chao Li
MedIm
305
0
0
04 Nov 2025
Wonder3D++: Cross-domain Diffusion for High-fidelity 3D Generation from a Single Image
Wonder3D++: Cross-domain Diffusion for High-fidelity 3D Generation from a Single ImageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yuxiao Yang
Xiao-Xiao Long
Zhiyang Dou
Cheng Lin
Yuan Liu
Qingsong Yan
Y. Ma
Haoqian Wang
Zhiqiang Wu
Wei Yin
329
4
0
03 Nov 2025
DANCER: Dance ANimation via Condition Enhancement and Rendering with diffusion model
DANCER: Dance ANimation via Condition Enhancement and Rendering with diffusion model
Yucheng Xing
Jinxing Yin
Xiaodong Liu
VGen
232
0
0
31 Oct 2025
H2-Cache: A Novel Hierarchical Dual-Stage Cache for High-Performance Acceleration of Generative Diffusion Models
H2-Cache: A Novel Hierarchical Dual-Stage Cache for High-Performance Acceleration of Generative Diffusion Models
Mingyu Sung
Il-Min Kim
Sangseok Yun
Jae-Mo Kang
DiffM
249
1
0
31 Oct 2025
Optimal Convergence Analysis of DDPM for General Distributions
Optimal Convergence Analysis of DDPM for General Distributions
Yuchen Jiao
Yuchen Zhou
Gen Li
371
6
0
31 Oct 2025
Group-Equivariant Diffusion Models for Lattice Field Theory
Group-Equivariant Diffusion Models for Lattice Field Theory
Octavio Vega
J. Komijani
Aida El-Khadra
M. Marinković
DiffM
336
2
0
30 Oct 2025
LGCC: Enhancing Flow Matching Based Text-Guided Image Editing with Local Gaussian Coupling and Context Consistency
LGCC: Enhancing Flow Matching Based Text-Guided Image Editing with Local Gaussian Coupling and Context Consistency
Fangbing Liu
Pengfei Duan
Wen Li
Yi He
141
0
0
29 Oct 2025
Future of AI Models: A Computational perspective on Model collapse
Future of AI Models: A Computational perspective on Model collapse
Trivikram Satharasi
S Sitharama Iyengar
MedIm
138
0
0
29 Oct 2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq
Minji Heo
Simon S. Woo
Shahroz Tariq
215
1
0
27 Oct 2025
Scalable Machine Learning Analysis of Parker Solar Probe Solar Wind Data
Scalable Machine Learning Analysis of Parker Solar Probe Solar Wind Data
Daniela Martin
Connor O'Brien
Valmir P Moraes Filho
Jinsu Hong
Jasmine R. Kobayashi
Evangelia Samara
Joseph Gallego
138
1
0
24 Oct 2025
Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency
Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency
Hao Yu
H. G. Chen
Yan Jiang
Wei Peng
Zhaodong Sun
Samuel Kaski
Guoying Zhao
191
0
0
23 Oct 2025
Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World Applications
Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World ApplicationsJournal of Big Data (JBD), 2025
Shamim Yazdani
Akansha Singh
N. Saxena
Sribala Vidyadhari Chinta
Avash Palikhe
Deng Pan
Umapada Pal
Jie Yang
Wenbin Zhang
285
13
0
23 Oct 2025
Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal Transformers
Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal TransformersIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Dean L. Slack
G. Hudson
T. Winterbottom
Noura Al Moubayed
195
1
0
23 Oct 2025
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
Tal Barami
Nimrod Berman
Ilan Naiman
Amos H. Hason
Rotem Ezra
Omri Azencot
CoGe
456
2
0
20 Oct 2025
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
Li Liang
Bo Miao
Xinyu Wang
Naveed Akhtar
Jordan Vice
Ajmal Mian
297
0
0
15 Oct 2025
Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development
Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development
Changfu Xu
Jianxiong Guo
Yuzhu Liang
Haiyang Huang
Haodong Zou
Xi Zheng
Shui Yu
Xiaowen Chu
Jiannong Cao
Tian-sheng Wang
OffRLAI4CE
303
2
0
14 Oct 2025
Redundancy as a Structural Information Principle for Learning and Generalization
Redundancy as a Structural Information Principle for Learning and Generalization
Yuda Bi
Ying Zhu
Vince D. Calhoun
182
0
0
13 Oct 2025
FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation
FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation
Yuheng Chen
Dingkun Liu
Xinyao Yang
X. Xu
Baicheng Chen
Dongrui Wu
167
1
0
12 Oct 2025
Denoised Diffusion for Object-Focused Image Augmentation
Denoised Diffusion for Object-Focused Image Augmentation
N. Pillai
Aditi Virupakshaiah
Harrison W. Smith
Amanda J. Ashworth
Prasanna Gowda
Phillip R. Owens
Adam R. Rivers
B. Nanduri
Mahalingam Ramkumar
MedIm
219
0
0
10 Oct 2025
RadioFlow: Efficient Radio Map Construction Framework with Flow Matching
RadioFlow: Efficient Radio Map Construction Framework with Flow Matching
Haozhe Jia
Wenshuo Chen
Xiucheng Wang
Nan Cheng
Hongbo Zhang
...
Songning Lai
Nanjian Jia
Bowen Tian
Hongru Xiao
Yutao Yue
192
1
0
10 Oct 2025
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models
Jasmin Orth
Philipp Mondorf
Barbara Plank
ELMAI4CE
309
1
0
09 Oct 2025
Deep Neural Networks Inspired by Differential Equations
Deep Neural Networks Inspired by Differential Equations
Y. Liu
Lianfang Wang
Kuilin Qin
Qinghua Zhang
Faqiang Wang
Li-min Cui
Jun Liu
Yuping Duan
T. Zeng
AI4TSAI4CE
248
1
0
09 Oct 2025
Permutation-Invariant Spectral Learning via Dyson Diffusion
Permutation-Invariant Spectral Learning via Dyson Diffusion
Tassilo Schwarz
Cai Dieball
Constantin Kogler
Kevin Lam
Renaud Lambiotte
Arnaud Doucet
Aljaž Godec
George Deligiannidis
DiffM
207
0
0
09 Oct 2025
Textual Entailment is not a Better Bias Metric than Token Probability
Textual Entailment is not a Better Bias Metric than Token Probability
Virginia K. Felkner
Allison Lim
Jonathan May
170
0
0
09 Oct 2025
EigenScore: OOD Detection using Covariance in Diffusion Models
EigenScore: OOD Detection using Covariance in Diffusion Models
Shirin Shoushtari
Yi Wang
Xiao Shi
M. Salman Asif
Ulugbek S. Kamilov
DiffM
204
4
0
08 Oct 2025
A Dynamic Mode Decomposition Approach to Morphological Component Analysis
A Dynamic Mode Decomposition Approach to Morphological Component Analysis
Owen T. Huber
Raghu G. Raj
Tianyu Chen
Zacharie I. Idriss
122
0
0
07 Oct 2025
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