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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,138 papers shown

Title
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 87 2 0 30 May 2024
HQ-DiT: Efficient Diffusion Transformer with FP4 Hybrid Quantization Wenxuan Liu Saiqian Zhang MQ 95 5 0 30 May 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 138 16 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 163 2 0 30 May 2024
Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion Zhitian Zhang Anjian Li Angelica Lim Mo Chen 84 3 0 29 May 2024
$$E^{3}$Gen: Efficient, Expressive and Editable Avatars Generation$ $E^{3}$ Gen: Efficient, Expressive and Editable Avatars Generation Weitian Zhang Yichao Yan Yunhui Liu Xingdong Sheng Xiaokang Yang 129 3 0 29 May 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos Volkan Cevher DiffM 94 3 0 29 May 2024
Patch-enhanced Mask Encoder Prompt Image Generation Shusong Xu Peiye Liu DiffM 48 0 0 29 May 2024
Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning Tianle Zhang Jiayi Guan Lin Zhao Yihang Li Dongjiang Li ... Lei Sun Yue Chen Xuelong Wei Lusong Li Xiaodong He 98 2 0 29 May 2024
SketchDeco: Decorating B&W Sketches with Colour Chaitat Utintu Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley A. Bhunia Yi-Zhe Song DiffM 71 3 0 29 May 2024
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering Ido Sobol Chenfeng Xu Or Litany DiffM 88 2 0 29 May 2024
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 164 2 0 29 May 2024
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention Lianghui Zhu Zilong Huang Bencheng Liao Jun Hao Liew Hanshu Yan Jiashi Feng Xinggang Wang 141 18 0 28 May 2024
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization Longxiang He Li Shen Junbo Tan Xueqian Wang 120 4 0 28 May 2024
Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake Di Yang Yihao Huang Qing Guo Felix Juefei Xu Xiaojun Jia Run Wang G. Pu Yang Liu DiffM 66 0 0 28 May 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 135 1 0 28 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 107 4 0 28 May 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree Lang Feng Pengjie Gu Jingyi Wang Gang Pan 95 4 0 28 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 96 2 0 28 May 2024
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models Wei Pang Masoumeh Shafieinejad Lucy Liu Xi He 99 13 0 28 May 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 95 0 0 28 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 107 5 0 27 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 179 103 0 27 May 2024
EASI-Tex: Edge-Aware Mesh Texturing from Single Image Sai Raj Kishore Perla Yizhi Wang Ali Mahdavi-Amiri Hao Zhang DiffM 101 11 0 27 May 2024
Controllable Longer Image Animation with Diffusion Models Qiang Wang Minghua Liu Junjun Hu Fan Jiang Mu Xu VGen 85 0 0 27 May 2024
Does Diffusion Beat GAN in Image Super Resolution? Denis Kuznedelev Valerii Startsev Daniil Shlenskii Sergey Kastryulin 80 4 0 27 May 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 91 1 0 27 May 2024
$$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation$ $\text{Di}^2\text{Pose}$ : Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang Jun Xiao Chunping Wang Wei Liu Zhao Wang Long Chen DiffM 108 1 0 27 May 2024
PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models Yitong Li Igor Yakushev Dennis M. Hedderich Christian Wachinger MedIm 83 5 0 27 May 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning Jaewoo Lee Sujin Yun Taeyoung Yun Jinkyoo Park 115 11 0 27 May 2024
Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation Liang Shi Jie Zhang Shiguang Shan PICV DiffM 94 1 0 27 May 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 141 3 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 117 30 0 27 May 2024
TIE: Revolutionizing Text-based Image Editing for Complex-Prompt Following and High-Fidelity Editing Xinyu Zhang Mengxue Kang Fei Wei Shuang Xu Yuhe Liu Lin Ma MLLM DiffM 88 2 0 27 May 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 90 28 0 27 May 2024
Balancing User Preferences by Social Networks: A Condition-Guided Social Recommendation Model for Mitigating Popularity Bias Xingbo He Wenqi Fan Ruobing Wang Yili Wang Ying Wang Shirui Pan Xin Wang CML 74 2 0 27 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 122 3 0 27 May 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models Hengkang Wang Xu Zhang Taihui Li Yuxiang Wan Tiancong Chen Ju Sun DiffM 147 17 0 27 May 2024
Enhancing Accuracy in Generative Models via Knowledge Transfer Xinyu Tian Xiaotong Shen 92 2 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 140 2 0 27 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 220 7 0 27 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 94 4 0 26 May 2024
Reflected Flow Matching Tianyu Xie Yu Zhu Longlin Yu Tong Yang Ziheng Cheng Shiyue Zhang Xiangyu Zhang Cheng Zhang 86 6 0 26 May 2024
Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors Soumava Paul Christopher Wewer Bernt Schiele J. E. Lenssen 3DGS 87 4 0 26 May 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 98 1 0 25 May 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination Shelly Golan Roy Ganz Michael Elad 65 0 0 25 May 2024
Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier Shuaixin Liu Kunqian Li Yilin Ding Qi Qi 78 5 0 25 May 2024
Diffusion-Reward Adversarial Imitation Learning Chun-Mao Lai Hsiang-Chun Wang Ping-Chun Hsieh Yu-Chiang Frank Wang Min-Hung Chen Shao-Hua Sun 91 9 0 25 May 2024
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization Shutong Ding Ke Hu Zhenhao Zhang Kan Ren Weinan Zhang Jingyi Yu Jingya Wang Ye-ling Shi 115 21 0 25 May 2024
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates Connor Mooney Zhongjian Wang Jack Xin Yifeng Yu 83 2 0 25 May 2024