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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
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 130 82 0 19 Dec 2022
Empowering Diffusion Models on the Embedding Space for Text Generation Zhujin Gao Junliang Guo Xuejiao Tan Yongxin Zhu Fang Zhang Jiang Bian Linli Xu DiffM 79 20 0 19 Dec 2022
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 139 613 0 16 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe Lin Yang Zhang Shiyu Chang DiffM CoGe 91 104 0 16 Dec 2022
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models Ziyi Chang Edmund J. C. Findlay Hao Zhang Hubert P. H. Shum DiffM VGen 79 11 0 16 Dec 2022
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation Jee Seok Yoon Chenghao Zhang Heung-Il Suk Jia Guo Xiaoxia Li DiffM MedIm 76 40 0 16 Dec 2022
TeTIm-Eval: a novel curated evaluation data set for comparing text-to-image models Federico A. Galatolo M. G. Cimino E. Cogotti 61 4 0 15 Dec 2022
Text-Guided Mask-free Local Image Retouching Zerun Liu Fan Zhang Jingxuan He Jin Wang Zhangye Wang Lechao Cheng DiffM 69 5 0 15 Dec 2022
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging Chuanming Yu Yu Guan Ziwen Ke Dong Liang Qiegen Liu DiffM MedIm 74 0 0 15 Dec 2022
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 65 102 0 14 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Fröbe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 91 16 0 14 Dec 2022
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors Kangfu Mei Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 63 7 0 14 Dec 2022
LidarCLIP or: How I Learned to Talk to Point Clouds Georg Hess Adam Tonderski Christoffer Petersson Kalle AAstrom Lennart Svensson DiffM 87 23 0 13 Dec 2022
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 86 21 0 13 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 110 84 0 13 Dec 2022
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping Qinghe Wang Lijie Liu Miao Hua Pengfei Zhu W. Zuo Qinghua Hu Huchuan Lu Bing Cao DiffM 68 9 0 13 Dec 2022
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance Dohyun Kwon Ying Fan Kangwook Lee DiffM 74 54 0 13 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 138 288 0 12 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 89 38 0 12 Dec 2022
Towards Practical Plug-and-Play Diffusion Models Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 119 17 0 12 Dec 2022
Diff-Font: Diffusion Model for Robust One-Shot Font Generation Haibin He Xinyuan Chen Chaoyue Wang Juhua Liu Bo Du Dacheng Tao Yu Qiao DiffM 105 39 0 12 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 78 6 0 12 Dec 2022
How to Backdoor Diffusion Models? Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM SILM 137 102 0 11 Dec 2022
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis Weixi Feng Xuehai He Tsu-Jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu Xinze Wang William Yang Wang CoGe 188 318 0 09 Dec 2022
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet Yannic Neuhaus Maximilian Augustin Valentyn Boreiko Matthias Hein AAML 134 32 0 09 Dec 2022
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 111 183 0 08 Dec 2022
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation Yen-Chi Cheng Hsin-Ying Lee Sergey Tulyakov Alex Schwing Liangyan Gui DiffM 118 255 0 08 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 230 877 0 08 Dec 2022
Diffusion Guided Domain Adaptation of Image Generators Kunpeng Song Ligong Han Bingchen Liu Dimitris N. Metaxas Ahmed Elgammal DiffM 120 35 0 08 Dec 2022
Executing your Commands via Motion Diffusion in Latent Space Xin Chen Biao Jiang Wen Liu Zilong Huang Bin-Bin Fu Tao Chen Jingyi Yu Gang Yu VGen DiffM 196 366 0 08 Dec 2022
Talking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors Zhentao Yu Zixin Yin Deyu Zhou Duomin Wang Finn Wong Baoyuan Wang DiffM 98 38 0 07 Dec 2022
Ensuring Visual Commonsense Morality for Text-to-Image Generation Seong-Oak Park Suhong Moon Jinkyu Kim 73 2 0 07 Dec 2022
Neural Cell Video Synthesis via Optical-Flow Diffusion Manuel Serna-Aguilera Khoa Luu Nathaniel Harris Min Zou DiffM VGen 47 1 0 06 Dec 2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion Muheng Li Yueqi Duan Jie Zhou Jiwen Lu DiffM 91 125 0 06 Dec 2022
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 60 20 0 06 Dec 2022
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis Yuchao Gu Xintao Wang Yixiao Ge Ying Shan Xiaohu Qie Mike Zheng Shou DiffM 98 22 0 06 Dec 2022
Denoising diffusion probabilistic models for probabilistic energy forecasting Esteban Hernandez Capel Jonathan Dumas DiffM 79 15 0 06 Dec 2022
Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li Xin Yu Kun Zhou Yibing Song Zhe Lin Jiaya Jia DiffM 84 12 0 06 Dec 2022
M-VADER: A Model for Diffusion with Multimodal Context Samuel Weinbach Marco Bellagente C. Eichenberg Andrew M. Dai R. Baldock Souradeep Nanda Bjorn Deiseroth Koen Oostermeijer H. Teufel Andres Felipe Cruz Salinas DiffM 189 11 0 06 Dec 2022
Pretrained Diffusion Models for Unified Human Motion Synthesis Jianxin Ma Shuai Bai Chang Zhou DiffM VGen AI4CE 71 32 0 06 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model Jeongjun Choi D. Shim H. J. Kim 96 34 0 06 Dec 2022
DiffusionInst: Diffusion Model for Instance Segmentation Zhangxuan Gu Haoxing Chen Zhuoer Xu Jun Lan Changhua Meng Weiqiang Wang DiffM 78 71 0 06 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 158 257 0 05 Dec 2022
CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics Yiren Song Xuning Shao Kang Chen Weidong Zhang Minzhe Li Zhongliang Jing CLIP VLM 93 26 0 05 Dec 2022
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling J. Nam Sangwoo Mo Jaeho Lee Jinwoo Shin 96 7 0 05 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 105 15 0 05 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 101 65 0 04 Dec 2022
Fast Point Cloud Generation with Straight Flows Lemeng Wu Dilin Wang Chengyue Gong Xingchao Liu Yunyang Xiong Rakesh Ranjan Raghuraman Krishnamoorthi Vikas Chandra Qiang Liu 135 44 0 04 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 135 192 0 02 Dec 2022