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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 453 papers shown

Title
State Estimation and Control of Dynamic Systems from High-Dimensional Image Data Ashik E Rasul Hyung-Jin Yoon 37 0 0 30 May 2025
Anomalies by Synthesis: Anomaly Detection using Generative Diffusion Models for Off-Road Navigation Siddharth Ancha Sunshine Jiang Travis Manderson Laura Brandt Yilun Du Philip R. Osteen Nicholas Roy 262 0 0 28 May 2025
How Do Diffusion Models Improve Adversarial Robustness? Liu Yuezhang Xue-Xin Wei 288 0 0 28 May 2025
G-DReaM: Graph-conditioned Diffusion Retargeting across Multiple Embodiments Zhefeng Cao Ben Liu S. Li Wei Zhang Hua Chen DiffM 86 0 0 27 May 2025
Absolute Coordinates Make Motion Generation Easy Zichong Meng Zeyu Han Xiaogang Peng Yiming Xie Huaizu Jiang 172 0 0 26 May 2025
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 228 0 0 26 May 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi Davide Bucciarelli Federico Betti Marcella Cornia Lorenzo Baraldi N. Sebe Rita Cucchiara 210 0 0 26 May 2025
MultLFG: Training-free Multi-LoRA composition using Frequency-domain Guidance Aniket Roy Maitreya Suin Ketul Shah Rama Chellappa 60 1 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 172 0 0 26 May 2025
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking Chen-Hao Chao Wei-Fang Sun Hanwen Liang Chun-Yi Lee Rahul G. Krishnan DiffM 391 0 0 24 May 2025
Towards more transferable adversarial attack in black-box manner Chun Tong Lei Zhongliang Guo Hon Chung Lee Minh Quoc Duong Chun Pong Lau DiffM AAML 488 0 0 23 May 2025
CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention Naseem Khan Tuan Nguyen Amine Bermak Issa Khalil 268 0 0 23 May 2025
Taming Diffusion for Dataset Distillation with High Representativeness Lin Zhao Yushu Wu Xinru Jiang Jianyang Gu Yanzhi Wang Xiaolin Xu Pu Zhao Xue Lin DD 264 0 0 23 May 2025
Scaling Image and Video Generation via Test-Time Evolutionary Search Haoran He Jiajun Liang X. Wang Pengfei Wan Di Zhang Kun Gai Ling Pan DiffM 229 0 0 23 May 2025
CONCORD: Concept-Informed Diffusion for Dataset Distillation Jianyang Gu Haonan Wang Ruoxi Jia Saeed Vahidian Vyacheslav Kungurtsev Wei Jiang Yiran Chen DiffM DD 922 0 0 23 May 2025
Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey Preeti Lamba Kiran Ravish Ankita Kushwaha Pawan Kumar EGVM MedIm 105 0 0 23 May 2025
Creatively Upscaling Images with Global-Regional Priors Yurui Qian Qi Cai Yingwei Pan Ting Yao Tao Mei DiffM 199 0 0 22 May 2025
Learning Flexible Forward Trajectories for Masked Molecular Diffusion Hyunjin Seo Taewon Kim Sihyun Yu SungSoo Ahn DiffM AI4CE 152 0 0 22 May 2025
Challenger: Affordable Adversarial Driving Video Generation Zhiyuan Xu Bohan Li Huan-ang Gao Mingju Gao Yong Chen Ming-Yuan Liu Chenxu Yan Hang Zhao Shuo Feng Hao Zhao AAML VGen 264 2 0 21 May 2025
Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions Zhiwen Li Die Chen Mingyuan Fan Cen Chen Yaliang Li Yanhao Wang Wenmeng Zhou DiffM 68 2 0 21 May 2025
Large-Scale Multi-Character Interaction Synthesis Ziyi Chang He Wang George Alex Koulieris Hubert P. H. Shum AI4CE 77 1 0 20 May 2025
Improving Compositional Generation with Diffusion Models Using Lift Scores Chenning Yu Sicun Gao DiffM 817 0 0 19 May 2025
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation Sangmin Jung Utkarsh Nath Yezhou Yang Giulia Pedrielli Joydeep Biswas Amy Zhang Hassan Ghasemzadeh Pavan Turaga DiffM 124 0 0 18 May 2025
Video-GPT via Next Clip Diffusion Shaobin Zhuang Zhipeng Huang Ying Zhang Fangyikang Wang Canmiao Fu Binxin Yang Chong Sun Chen Li Yali Wang DiffM VGen 225 0 0 18 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 221 0 0 18 May 2025
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model Siwei Xia Li Sun Tiantian Sun Qingli Li DiffM 101 0 0 18 May 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration Haipeng Fang Sheng Tang Juan Cao Enshuo Zhang Fan Tang Tong-Yee Lee 86 0 0 16 May 2025
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model Zhanjie Zhang Quanwei Zhang Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao 211 1 0 13 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
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri Deshmukh Yalcin Tur Gorkhem Durak Ulas Bagci MedIm 227 0 0 08 May 2025
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model Sagnik Bhattacharya Abhiram Gorle Ahmed Mohsin Ahsan Bilal Connor Ding Amit Kumar Singh Yadav DiffM 207 1 0 08 May 2025
InstanceGen: Image Generation with Instance-level Instructions Etai Sella Yanir Kleiman Hadar Averbuch-Elor 81 0 0 08 May 2025
Non-stationary Diffusion For Probabilistic Time Series Forecasting Weiwei Ye Zhuopeng Xu Ning Gui DiffM 125 0 0 07 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Maria Lukarska Ishan Gaur Luke M. Oltrogge David F. Savage Jennifer Listgarten DiffM 229 2 0 07 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen Chong Chen Sijie Zhu DiffM 247 2 0 05 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 290 1 0 05 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Yiheng Jiang Qingyao Xu Li Zhang DiffM 486 0 0 05 May 2025
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 108 0 0 04 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 139 0 0 02 May 2025
Sparse-to-Sparse Training of Diffusion Models Inês Cardoso Oliveira Decebal Constantin Mocanu Luis A. Leiva DiffM 155 0 0 30 Apr 2025
Hyper-Transforming Latent Diffusion Models I. Peis Batuhan Koyuncu Isabel Valera J. Frellsen 186 1 0 23 Apr 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 90 0 0 22 Apr 2025
MLEP: Multi-granularity Local Entropy Patterns for Universal AI-generated Image Detection Lin Yuan Xuelong Li Yan Zhang Jiawei Zhang Hongbo Li Xinbo Gao 118 0 0 18 Apr 2025
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion Vinay Shukla Prachee Sharma Ryan Rossi Sungchul Kim Tong Yu Aditya Grover WIGM 186 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 179 0 0 15 Apr 2025
Omni-Dish: Photorealistic and Faithful Image Generation and Editing for Arbitrary Chinese Dishes Huijie Liu Bingcan Wang Jie Hu Xiaoming Wei Guoliang Kang 128 0 0 14 Apr 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 120 0 0 14 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 216 0 0 12 Apr 2025
Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates Ren Li Cong Cao Corentin Dumery Yingxuan You Hao Li Pascal Fua DiffM 3DH 107 0 0 11 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 216 0 0 10 Apr 2025