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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
Video Colorization with Pre-trained Text-to-Image Diffusion Models Hanyuan Liu M. Xie Jinbo Xing Chengze Li T. Wong VLM DiffM 104 13 0 02 Jun 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation Guanqun Bi Lei Shen Yanan Cao Meng Chen Yuqiang Xie Zheng Lin Xiao-feng He DiffM 144 14 0 02 Jun 2023
PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models Jiacheng Chen Ruizhi Deng Yasutaka Furukawa DiffM 117 24 0 02 Jun 2023
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting Mischa Dombrowski Bernhard Kainz DiffM 32 3 0 02 Jun 2023
Adjustable Visual Appearance for Generalizable Novel View Synthesis Josef Bengtson David Nilsson Che-Tsung Lin Marcel Büsching Fredrik Kahl 100 0 0 02 Jun 2023
Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models Virginia Fernandez Pedro Sanchez W. H. Pinaya Grzegorz Jacenków Sotirios A. Tsaftaris Jorge Cardoso 82 19 0 02 Jun 2023
StyleGAN knows Normal, Depth, Albedo, and More Anand Bhattad Daniel McKee Derek Hoiem David A. Forsyth GAN 67 36 0 01 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 113 266 0 01 Jun 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Yanyu Li Huan Wang Qing Jin Ju Hu Pavlo Chemerys Yun Fu Yanzhi Wang Sergey Tulyakov Jian Ren VLM 134 165 0 01 Jun 2023
Extracting Reward Functions from Diffusion Models Felipe Nuti Tim Franzmeyer João F. Henriques 87 15 0 01 Jun 2023
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search Qihao Liu Adam Kortylewski Yutong Bai Song Bai Alan Yuille DiffM 125 12 0 01 Jun 2023
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation Minghui Hu Jianbin Zheng Daqing Liu Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 78 9 0 01 Jun 2023
Differential Diffusion: Giving Each Pixel Its Strength E. Levin Ohad Fried DiffM 88 21 0 01 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 62 8 0 01 Jun 2023
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning Xiao Dong Runhu Huang Xiaoyong Wei Zequn Jie Jianxing Yu Jian Yin Xiaodan Liang VLM DiffM 69 1 0 01 Jun 2023
Learning Disentangled Prompts for Compositional Image Synthesis Kihyuk Sohn Albert Eaton Shaw Yuan Hao Han Zhang Luisa F. Polanía Huiwen Chang Lu Jiang Irfan Essa VLM 63 8 0 01 Jun 2023
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder Dana Arad Hadas Orgad Yonatan Belinkov KELM 142 19 0 01 Jun 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models Ruibin Li Qihua Zhou Song Guo Jiewei Zhang Jingcai Guo Xinyang Jiang Yifei Shen Zhen-Hai Han DiffM 85 15 0 01 Jun 2023
EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis Haobin Tang Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao DiffM 106 27 0 01 Jun 2023
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Pablo Pernias Dominic Rampas Mats L. Richter Christopher Pal Marc Aubreville DiffM VLM 111 45 0 01 Jun 2023
AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars Mohit Mendiratta Xingang Pan Mohamed A. Elgharib Kartik Teotia Mallikarjun B R A. Tewari Vladislav Golyanik Adam Kortylewski Christian Theobalt DiffM 75 30 0 01 Jun 2023
Image generation with shortest path diffusion Ayan Das Stathi Fotiadis Anil Batra F. Nabiei FengTing Liao Sattar Vakili Da-shan Shiu A. Bernacchia 62 10 0 01 Jun 2023
Interactive Character Control with Auto-Regressive Motion Diffusion Models Yi Shi Jingbo Wang Xuekun Jiang Bingkun Lin Bo Dai Xue Bin Peng DiffM AI4CE 123 25 0 01 Jun 2023
Addressing Negative Transfer in Diffusion Models Hyojun Go Jinyoung Kim Yunsung Lee Seunghyun Lee Shinhyeok Oh Hyeongdon Moon Seungtaek Choi DiffM VLM 133 26 0 01 Jun 2023
Conditionally Strongly Log-Concave Generative Models Florentin Guth Etienne Lempereur Joan Bruna S. Mallat 96 3 0 31 May 2023
SafeDiffuser: Safe Planning with Diffusion Probabilistic Models Wei Xiao Tsun-Hsuan Wang Chuang Gan Daniela Rus DiffM 63 32 0 31 May 2023
AI Imagery and the Overton Window Sarah K. Amer 72 6 0 31 May 2023
Control4D: Efficient 4D Portrait Editing with Text Ruizhi Shao Jingxiang Sun Cheng Peng Zerong Zheng Boyao Zhou Hongwen Zhang Yebin Liu DiffM 116 25 0 31 May 2023
Efficient Diffusion Policies for Offline Reinforcement Learning Bingyi Kang Xiao Ma Chao Du Tianyu Pang Shuicheng Yan OffRL 174 81 0 31 May 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 99 26 0 31 May 2023
F?D: On understanding the role of deep feature spaces on face generation evaluation Krish Kabra Guha Balakrishnan EGVM CVBM 78 0 0 31 May 2023
Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust Yuxin Wen John Kirchenbauer Jonas Geiping Tom Goldstein WIGM 138 115 0 31 May 2023
Protein Design with Guided Discrete Diffusion Nate Gruver Samuel Stanton Nathan C. Frey Tim G. J. Rudner I. Hotzel J. Lafrance-Vanasse A. Rajpal Kyunghyun Cho A. Wilson DiffM 140 120 0 31 May 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 104 53 0 31 May 2023
A Geometric Perspective on Diffusion Models Defang Chen Zhenyu Zhou Jianhan Mei Chunhua Shen Chun-Yen Chen C. Wang DiffM 78 20 0 31 May 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 78 55 0 31 May 2023
A Unified Framework for U-Net Design and Analysis Christopher Williams Fabian Falck George Deligiannidis Chris Holmes Arnaud Doucet Saifuddin Syed SSeg AI4CE 125 37 0 31 May 2023
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic Model Haisong Ding Bozhi Luan Dongnan Gui Kai Chen Qiang Huo DiffM 47 7 0 31 May 2023
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels Jian Chen Ruiyi Zhang Tong Yu Rohan Sharma Zhiqiang Xu Tong Sun Changyou Chen DiffM 94 21 0 31 May 2023
Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model Shaoyan Pan E. Abouei Jacob F. Wynne Tonghe Wang Richard L. J. Qiu ... J. Roper P. Patel D. Yu H. Mao Xiaofeng Yang DiffM MedIm 96 72 0 31 May 2023
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 117 5 0 30 May 2023
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 104 81 0 30 May 2023
Likelihood-Based Diffusion Language Models Ishaan Gulrajani Tatsunori B. Hashimoto DiffM 114 62 0 30 May 2023
Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models Ernie Chu Shuohao Lin Jun-Cheng Chen DiffM 64 21 0 30 May 2023
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images Viraj Prabhu Sriram Yenamandra Prithvijit Chattopadhyay Judy Hoffman 108 42 0 30 May 2023
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition Si Zuo Vitor Fortes Rey Sungho Suh S. Sigg P. Lukowicz DiffM 62 4 0 30 May 2023
Diffusion Model for Dense Matching Jisu Nam Gyuseong Lee Sunwoo Kim Ines Hyeonsu Kim Hyoungwon Cho Seyeong Kim Seung Wook Kim DiffM 84 10 0 30 May 2023
Nested Diffusion Processes for Anytime Image Generation Noam Elata Bahjat Kawar T. Michaeli Michael Elad DiffM 62 4 0 30 May 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 102 29 0 30 May 2023
DiffSketching: Sketch Control Image Synthesis with Diffusion Models Qiang Wang Di Kong Fengyin Lin Yonggang Qi DiffM 80 14 0 30 May 2023