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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
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 90 3 0 11 Dec 2023
Semantic Image Synthesis for Abdominal CT Zhuang Yan Benjamin Hou T. Mathai Pritam Mukherjee Boah Kim Ronald M. Summers DiffM MedIm 66 10 0 11 Dec 2023
DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers Aaron Mir Eduardo Alonso Esther Mondragón DiffM 108 2 0 11 Dec 2023
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 123 22 0 11 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 92 1 0 11 Dec 2023
UIEDP:Underwater Image Enhancement with Diffusion Prior Dazhao Du Enhan Li Hui Xiong Fanjiang Xu Jianwei Niu Gang Hua 75 7 0 11 Dec 2023
SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Yu Yao Y. Shen MedIm 71 3 0 11 Dec 2023
ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank Zhanjie Zhang Quanwei Zhang Guangyuan Li Wei Xing Lei Zhao Jiakai Sun Zehua Lan Junsheng Luan Yiling Huang Huaizhong Lin DiffM 110 26 0 11 Dec 2023
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale Candi Zheng Yuan Lan DiffM 123 6 0 11 Dec 2023
PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration Yue Wu Yongzhe Yuan Xiaolong Fan Xiaoshui Huang Maoguo Gong Qiguang Miao DiffM 100 3 0 11 Dec 2023
HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models Xiaogang Peng Yiming Xie Zizhao Wu Varun Jampani Deqing Sun Huaizu Jiang DiffM 117 52 0 11 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 105 8 0 10 Dec 2023
A Note on the Convergence of Denoising Diffusion Probabilistic Models S. Mbacke Omar Rivasplata DiffM 90 6 0 10 Dec 2023
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 95 15 0 10 Dec 2023
Neutral Editing Framework for Diffusion-based Video Editing Sunjae Yoon Gwanhyeong Koo Jiajing Hong Changdong Yoo VGen DiffM 52 1 0 10 Dec 2023
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 103 9 0 10 Dec 2023
SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction Zechuan Zhang Zongxin Yang Yi Yang 82 43 0 10 Dec 2023
InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models Jiun Tian Hoe Xudong Jiang Chee Seng Chan Yap-Peng Tan Weipeng Hu 85 14 0 10 Dec 2023
Toward Open-ended Embodied Tasks Solving William Wei Wang Dongqi Han Xufang Luo Yifei Shen Charles Ling Boyu Wang Dongsheng Li AI4CE 72 5 0 10 Dec 2023
Conditional Stochastic Interpolation for Generative Learning Ding Huang Jian Huang Ting Li Guohao Shen BDL DiffM 87 4 0 09 Dec 2023
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling Ruihan Yang H. Gamper Sebastian Braun DiffM 66 5 0 08 Dec 2023
Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models Qiang Liu Nils Thuerey DiffM AI4CE 84 18 0 08 Dec 2023
Disentangled Clothed Avatar Generation from Text Descriptions Jiong-Qi Wang Yuan Liu Zhiyang Dou Zhengming Yu Yongqing Liang Xin Li Wenping Wang Rong Xie Li Song 80 23 0 08 Dec 2023
ControlRoom3D: Room Generation using Semantic Proxy Rooms Jonas Schult Sam S. Tsai Lukas Höllein Bichen Wu Jialiang Wang ... Zijian He Peizhao Zhang Bastian Leibe Peter Vajda Ji Hou 88 34 0 08 Dec 2023
MVDD: Multi-View Depth Diffusion Models Zhen Wang Qiangeng Xu Feitong Tan Menglei Chai Shichen Liu Rohit Pandey S. Fanello A. Kadambi Yinda Zhang DiffM 88 5 0 08 Dec 2023
DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models Tianqi Xiang Wenjun Yue Yiqun Lin Jiewen Yang Zhenkun Wang Xiaomeng Li DiffM MedIm 75 1 0 08 Dec 2023
Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting Xiaofeng Yang Yiwen Chen Cheng Chen Chi Zhang Yi Tian Xu Xulei Yang Fayao Liu Guosheng Lin 3DGS DiffM 70 18 0 08 Dec 2023
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation Aradhya Neeraj Mathur Phu-Cuong Pham Aniket Bera Ojaswa Sharma 71 0 0 08 Dec 2023
Reality's Canvas, Language's Brush: Crafting 3D Avatars from Monocular Video Yuchen Rao Eduardo Pérez-Pellitero Benjamin Busam Yiren Zhou Jifei Song 93 0 0 08 Dec 2023
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data Yuhang Li Youngeun Kim Donghyun Lee Souvik Kundu Priyadarshini Panda MQ 109 2 0 07 Dec 2023
Diffence: Fencing Membership Privacy With Diffusion Models Yuefeng Peng Ali Naseh Amir Houmansadr AAML 89 1 0 07 Dec 2023
Free3D: Consistent Novel View Synthesis without 3D Representation Chuanxia Zheng Andrea Vedaldi 3DV 136 50 0 07 Dec 2023
Approximate Caching for Efficiently Serving Diffusion Models Shubham Agarwal Subrata Mitra Sarthak Chakraborty Srikrishna Karanam Koyel Mukherjee S. Saini DiffM 52 4 0 07 Dec 2023
Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views Yabo Chen Jiemin Fang Yuyang Huang Taoran Yi Xiaopeng Zhang Lingxi Xie Xinggang Wang Wenrui Dai Hongkai Xiong Qi Tian DiffM 96 21 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 80 32 0 07 Dec 2023
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 85 8 0 07 Dec 2023
DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen A. Bhunia Subhadeep Koley Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 94 8 0 07 Dec 2023
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 115 29 0 07 Dec 2023
Prompt Highlighter: Interactive Control for Multi-Modal LLMs Yuechen Zhang Shengju Qian Bohao Peng Shu Liu Jiaya Jia MLLM 83 24 0 07 Dec 2023
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs F. Behrendt Debayan Bhattacharya R. Mieling Lennart Maack Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 89 10 0 07 Dec 2023
Diffusing Colors: Image Colorization with Text Guided Diffusion Nir Zabari Aharon Azulay Alexey Gorkor Tavi Halperin Ohad Fried DiffM 146 21 0 07 Dec 2023
Resolution Chromatography of Diffusion Models Juno Hwang Yong-Hyun Park Junghyo Jo DiffM 55 1 0 07 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 90 2 0 07 Dec 2023
Controllable Human-Object Interaction Synthesis Jiaman Li Alexander Clegg Roozbeh Mottaghi Jiajun Wu Xavier Puig Chenxi Liu 133 54 0 06 Dec 2023
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting Tung Nguyen Rohan Shah Hritik Bansal T. Arcomano Sandeep Madireddy R. Maulik V. Kotamarthi Ian Foster Aditya Grover AI4TS 72 68 0 06 Dec 2023
Inpaint3D: 3D Scene Content Generation using 2D Inpainting Diffusion Kira Prabhu Jane Wu Lynn Tsai Peter Hedman Dan B. Goldman Ben Poole Michael Broxton DiffM 76 8 0 06 Dec 2023
Diffusion Illusions: Hiding Images in Plain Sight R. Burgert Xiang Li Abe Leite Kanchana Ranasinghe Michael S. Ryoo 121 17 0 06 Dec 2023
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 97 65 0 06 Dec 2023
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting Junhao Zhuang Yanhong Zeng Wenran Liu Chun Yuan Kai Chen DiffM 147 79 0 06 Dec 2023
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies Xuanchi Ren Jiahui Huang Fangyin Wei Ken Museth Sanja Fidler Francis Williams 86 65 0 06 Dec 2023