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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,134 papers shown

Title
DreamReward: Text-to-3D Generation with Human Preference Junliang Ye Fangfu Liu Qixiu Li Zhengyi Wang Yikai Wang Xinzhou Wang Yueqi Duan Jun Zhu 116 29 0 21 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 341 408 0 21 Mar 2024
Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting Alicia Durrer J. Wolleb Florentin Bieder Paul Friedrich L. Melie-García ... Ozgur Yaldizli Cristina Granziera Bjoern Menze Philippe C. Cattin Florian Kofler MedIm 67 9 0 21 Mar 2024
AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks Max Ku Cong Wei Weiming Ren Huan Yang Wenhu Chen VGen DiffM 173 29 0 21 Mar 2024
Analysing Diffusion Segmentation for Medical Images Mathias Öttl Siyuan Mei Frauke Wilm Jana Steenpass M. Rübner ... Matthias W. Beckmann Peter Fasching Andreas Maier R. Erber Katharina Breininger MedIm 61 1 0 21 Mar 2024
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation Mathias Öttl Frauke Wilm Jana Steenpass Jingna Qiu M. Rübner ... Peter Fasching Andreas Maier R. Erber Bernhard Kainz Katharina Breininger DiffM MedIm 80 4 0 21 Mar 2024
Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models Pablo Marcos-Manchón Roberto Alcover-Couso Juan C. Sanmiguel Jose M. Martínez VLM 126 20 0 21 Mar 2024
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Mian DiffM 3DPC 79 4 0 21 Mar 2024
Protein Conformation Generation via Force-Guided SE(3) Diffusion Models Yan Wang Lihao Wang Yuning Shen Yiqun Wang Huizhuo Yuan Yue Wu Quanquan Gu DiffM 105 34 0 21 Mar 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 202 20 0 21 Mar 2024
Enhancing Fingerprint Image Synthesis with GANs, Diffusion Models, and Style Transfer Techniques W. Tang D. Figueroa D. Liu K. Johnsson A. Sopasakis DiffM 58 3 0 20 Mar 2024
Editing Massive Concepts in Text-to-Image Diffusion Models Tianwei Xiong Yue Wu Enze Xie Yue Wu Zhenguo Li Xihui Liu 148 11 0 20 Mar 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion Jingxi Chen Brandon Yushan Feng Haoming Cai Mingyang Xie Christopher A. Metzler Cornelia Fermuller Yiannis Aloimonos 90 4 0 20 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 115 59 0 20 Mar 2024
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection D. Coccomini R. Caldelli Claudio Gennaro Giuseppe Fiameni Giuseppe Amato Fabrizio Falchi 75 1 0 20 Mar 2024
Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion Lucas Nunes Rodrigo Marcuzzi Benedikt Mersch Jens Behley C. Stachniss DiffM 87 15 0 20 Mar 2024
S2DM: Sector-Shaped Diffusion Models for Video Generation Haoran Lang Yuxuan Ge Zheng Tian DiffM VGen 61 0 0 20 Mar 2024
DiffImpute: Tabular Data Imputation With Denoising Diffusion Probabilistic Model Yizhu Wen Kai Yi Jing Ke Yiqing Shen DiffM 76 8 0 20 Mar 2024
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis Feng Liu Xiaobin Chang VLM DiffM 51 2 0 20 Mar 2024
Text-to-3D Shape Generation Han-Hung Lee Manolis Savva Angel X. Chang 93 13 0 20 Mar 2024
Diffusion Model for Data-Driven Black-Box Optimization Zihao Li Hui Yuan Kaixuan Huang Chengzhuo Ni Yinyu Ye Minshuo Chen Mengdi Wang DiffM 109 13 0 20 Mar 2024
Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos Hadi Alzayer Zhihao Xia Xuaner Zhang Eli Shechtman Jia-Bin Huang Michael Gharbi DiffM VGen 67 20 0 19 Mar 2024
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis Linjiang Huang Rongyao Fang Aiping Zhang Guanglu Song Si Liu Yu Liu Hongsheng Li DiffM 92 28 0 19 Mar 2024
GVGEN: Text-to-3D Generation with Volumetric Representation Xianglong He Junyi Chen Sida Peng Di Huang Yangguang Li Xiaoshui Huang Chun Yuan Wanli Ouyang Tong He 3DGS DiffM 146 30 0 19 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 69 0 0 19 Mar 2024
D-Cubed: Latent Diffusion Trajectory Optimisation for Dexterous Deformable Manipulation Jun Yamada Shaohong Zhong Jack Collins Ingmar Posner 78 4 0 19 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 95 10 0 19 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 95 16 0 19 Mar 2024
Tuning-Free Image Customization with Image and Text Guidance Pengzhi Li Qiang Nie Ying Chen Xi Jiang Kai Wu Yuhuan Lin Yong-Jin Liu Jinlong Peng Chengjie Wang Feng Zheng DiffM 68 21 0 19 Mar 2024
LASPA: Latent Spatial Alignment for Fast Training-free Single Image Editing Yazeed Alharbi Peter Wonka DiffM 74 0 0 19 Mar 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance Yifei Shen Xinyang Jiang Yezhen Wang Yifan Yang Dongqi Han Dongsheng Li FaML 86 14 0 19 Mar 2024
Generalized Consistency Trajectory Models for Image Manipulation Beomsu Kim Jaemin Kim Jeongsol Kim Jong Chul Ye DiffM 69 4 0 19 Mar 2024
MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control Enshen Zhou Yiran Qin Zhen-fei Yin Yuzhou Huang Ruimao Zhang Lu Sheng Yu Qiao Jing Shao LM&Ro AI4CE 119 36 0 18 Mar 2024
VFusion3D: Learning Scalable 3D Generative Models from Video Diffusion Models Junlin Han Filippos Kokkinos Philip Torr VGen 147 42 0 18 Mar 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy 88 44 0 18 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 127 135 0 18 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 139 124 0 18 Mar 2024
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data Mengqi Zhang Yang Fu Zheng Ding Sifei Liu Zhuowen Tu Xiaolong Wang 109 20 0 18 Mar 2024
GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation Zhaoyang Lyu Ben Fei Jinyi Wang Xudong Xu Ya Zhang Weidong Yang Bo Dai 88 6 0 18 Mar 2024
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection J. Wolleb Florentin Bieder Paul Friedrich Peter Zhang Alicia Durrer P. Cattin DiffM MedIm 76 3 0 18 Mar 2024
LogicalDefender: Discovering, Extracting, and Utilizing Common-Sense Knowledge Yuhe Liu Mengxue Kang Zengchang Qin Xiangxiang Chu NAI VLM 60 0 0 18 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 96 5 0 18 Mar 2024
SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction Shuang Wang Fei Deng Peifan Jiang Zishan Gong Xiaolin K. Wei Yuqing Wang DiffM 55 5 0 18 Mar 2024
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation Jeongsol Kim Geon Yeong Park Jong Chul Ye DiffM 76 15 0 18 Mar 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors Yazid Janati Alain Durmus Eric Moulines Jimmy Olsson DiffM 99 12 0 18 Mar 2024
Understanding Diffusion Models by Feynman's Path Integral Yuji Hirono A. Tanaka Kenji Fukushima DiffM 83 6 0 17 Mar 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 129 4 0 17 Mar 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 113 10 0 17 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 84 5 0 16 Mar 2024
A Watermark-Conditioned Diffusion Model for IP Protection Rui Min Sen Li Hongyang Chen Minhao Cheng WIGM 80 21 0 16 Mar 2024