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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
Diffusion Co-Policy for Synergistic Human-Robot Collaborative Tasks Eley Ng Ziang Liu Monroe Kennedy DiffM 105 22 0 20 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning Yufeng He Zefan Cai Xu Gan Baobao Chang DiffM 82 7 0 20 May 2023
The Waymo Open Sim Agents Challenge Nico Montali John Lambert Paul Mougin Alex Kuefler Nick Rhinehart ... Tristan Emrich Zoey Yang Shimon Whiteson Brandyn White Drago Anguelov LLMAG 101 54 0 19 May 2023
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models Byungjun Kim Patrick Kwon K. Lee Myunggi Lee Sookwan Han Daesik Kim Hanbyul Joo DiffM 85 20 0 19 May 2023
MaGIC: Multi-modality Guided Image Completion Yongsheng Yu Hao Wang Tiejian Luo Hengrui Fan Libo Zhang 84 12 0 19 May 2023
The probability flow ODE is provably fast Sitan Chen Sinho Chewi Holden Lee Yuanzhi Li Jianfeng Lu Adil Salim DiffM 102 91 0 19 May 2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization Mengqi Huang Zhendong Mao Zhuowei Chen Yongdong Zhang MQ 132 41 0 19 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 96 1 0 19 May 2023
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots Jinyi Hu Xu Han Xiaoyuan Yi Yutong Chen Wenhao Li Zhiyuan Liu Maosong Sun DiffM 37 4 0 19 May 2023
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Chang-Shu Liu Rui Li Kaidong Zhang Xin Luo Dong Liu DiffM 94 3 0 19 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 65 1 0 19 May 2023
Incomplete Multi-view Clustering via Diffusion Completion Sifan Fang DiffM 55 6 0 19 May 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Ibrahim Malik S. Latif Raja Jurdak Björn Schuller DiffM 31 9 0 19 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 126 47 0 18 May 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 113 136 0 18 May 2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation Yujie Lu Xianjun Yang Xiujun Li Xinze Wang William Yang Wang EGVM 143 79 0 18 May 2023
Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation Wenjing Wang Huan Yang Zixi Tuo Huiguo He Sitong Su Jianlong Fu Jiaying Liu DiffM VGen 158 117 0 18 May 2023
TextDiffuser: Diffusion Models as Text Painters Jingye Chen Yupan Huang Tengchao Lv Lei Cui Qifeng Chen Furu Wei 200 126 0 18 May 2023
GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv Xuejiao Tan Peiling Lu Wei Ye Shikun Zhang Jiang Bian Rui Yan DiffM 90 13 0 18 May 2023
FastFit: Towards Real-Time Iterative Neural Vocoder by Replacing U-Net Encoder With Multiple STFTs Won Jang D. Lim Heayoung Park 88 1 0 18 May 2023
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling Shitong Shao Xu Dai Shouyi Yin Lujun Li Huanran Chen Yang Hu 99 17 0 18 May 2023
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis Jinzheng He Jinglin Liu Zhenhui Ye Rongjie Huang Chenye Cui Huadai Liu Zhou Zhao DiffM 136 20 0 18 May 2023
Content-based Unrestricted Adversarial Attack Zhaoyu Chen Yue Liu Shuang Wu Kaixun Jiang Shouhong Ding Wenqiang Zhang DiffM 91 70 0 18 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 133 110 0 18 May 2023
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 87 39 0 17 May 2023
Raising the Bar for Certified Adversarial Robustness with Diffusion Models Thomas Altstidl David Dobre Björn Eskofier Gauthier Gidel Leo Schwinn DiffM 100 7 0 17 May 2023
Controllable Mind Visual Diffusion Model Bo-Wen Zeng Shanglin Li Xuhui Liu Sicheng Gao Xiaolong Jiang Xu Tang Feng-Long Xie Jianzhuang Liu Baochang Zhang DiffM 62 26 0 17 May 2023
Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems Omer Belhasin Yaniv Romano Daniel Freedman Ehud Rivlin Michael Elad 109 25 0 17 May 2023
Pyramid Diffusion Models For Low-light Image Enhancement Dewei Zhou Zongxin Yang Yi Yang DiffM 71 81 0 17 May 2023
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation S. Azadi Akbar Shah Thomas Hayes Devi Parikh Sonal Gupta DiffM 80 45 0 16 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation Matthias Plasser S. Peter Gerhard Widmer DiffM MGen 68 11 0 16 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 104 18 0 16 May 2023
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction Ruoqing Wang Zhu-xue Chen Qiong Luo Feng Wang DiffM 60 6 0 16 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu Peng Sun Christos Sakaridis Jingyun Liang Bihan Wen Radu Timofte Luc Van Gool DiffM 143 220 0 15 May 2023
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models Krishna Sri Ipsit Mantri Nevasini Sasikumar DiffM 65 2 0 15 May 2023
Laughing Matters: Introducing Laughing-Face Generation using Diffusion Models Antoni Bigata Casademunt Rodrigo Mira Nikita Drobyshev Konstantinos Vougioukas Stavros Petridis Maja Pantic DiffM 103 2 0 15 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 127 55 0 14 May 2023
Diffusion Models for Imperceptible and Transferable Adversarial Attack Jianqi Chen Hechang Chen Keyan Chen Yilan Zhang Zhengxia Zou Z. Shi DiffM 116 73 0 14 May 2023
Meta-DM: Applications of Diffusion Models on Few-Shot Learning W. Hu Xiurong Jiang Jiarun Liu Yuqi Yang Hui Tian DiffM 80 7 0 14 May 2023
On enhancing the robustness of Vision Transformers: Defensive Diffusion Raza Imam Muhammad Huzaifa Mohammed El-Amine Azz MedIm DiffM 120 5 0 14 May 2023
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior Zongyu Li Jason Hu Xiaojian Xu Liyue Shen Jeffrey A. Fessler DiffM 66 3 0 12 May 2023
ELSA -- Enhanced latent spaces for improved collider simulations Benjamin Nachman R. Winterhalder 67 14 0 12 May 2023
Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images Muhammad Usman Akbar Wuhao Wang Anders Eklund DiffM MedIm 87 18 0 12 May 2023
Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models Sojung Go Younghoon Ji Sang Jun Park Soochahn Lee DiffM MedIm 78 7 0 11 May 2023
Null-text Guidance in Diffusion Models is Secretly a Cartoon-style Creator Jing Zhao Heliang Zheng Chaoyue Wang Long Lan Wanrong Huang Wenjing Yang DiffM 116 10 0 11 May 2023
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation Xingang Peng Jiaqi Guan Qiang Liu Jianzhu Ma DiffM 85 48 0 11 May 2023
Analyzing Bias in Diffusion-based Face Generation Models Malsha V. Perera Vishal M. Patel DiffM 73 41 0 10 May 2023
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era Chenghao Li Chaoning Zhang Atish Waghwase Lik-Hang Lee François Rameau Yang Yang Sung-Ho Bae Choong Seon Hong 104 78 0 10 May 2023
Relightify: Relightable 3D Faces from a Single Image via Diffusion Models Foivos Paraperas-Papantoniou Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 103 37 0 10 May 2023
MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis Jinsheng Zheng Daqing Liu Chaoyue Wang Minghui Hu Zuopeng Yang Changxing Ding Dacheng Tao 72 1 0 10 May 2023