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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
Enhancing Diffusion Models with 3D Perspective Geometry Constraints Rishi Upadhyay Howard Zhang Yunhao Ba Ethan Yang Blake Gella Sicheng Jiang Alex Wong A. Kadambi 90 11 0 01 Dec 2023
3DiFACE: Diffusion-based Speech-driven 3D Facial Animation and Editing Balamurugan Thambiraja S. Aliakbarian Darren Cosker Justus Thies DiffM VGen 148 12 0 01 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 138 152 0 01 Dec 2023
Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution Xi Yang Chenhang He Jianqi Ma Lei Zhang DiffM VGen 94 17 0 01 Dec 2023
Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion Litu Rout Yujia Chen Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu 148 40 0 01 Dec 2023
SynFundus-1M: A High-quality Million-scale Synthetic fundus images Dataset with Fifteen Types of Annotation Fangxin Shang Jie Fu Yehui Yang Haifeng Huang Junwei Liu Lei Ma MedIm 73 1 0 01 Dec 2023
Text-Guided 3D Face Synthesis -- From Generation to Editing Yunjie Wu Yapeng Meng Zhipeng Hu Lincheng Li Haoqian Wu Kun Zhou Weiwei Xu Xin Yu DiffM 140 10 0 01 Dec 2023
DFU: scale-robust diffusion model for zero-shot super-resolution image generation Alex Havrilla Kevin Rojas Wenjing Liao Molei Tao 97 2 0 30 Nov 2023
DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 100 7 0 30 Nov 2023
Raising the Bar of AI-generated Image Detection with CLIP D. Cozzolino Giovanni Poggi Riccardo Corvi Matthias Nießner L. Verdoliva VLM 99 82 0 30 Nov 2023
S2ST: Image-to-Image Translation in the Seed Space of Latent Diffusion V. Kolmogorov Rustem Takhanov Dani Lischinski DiffM 93 3 0 30 Nov 2023
MotionEditor: Editing Video Motion via Content-Aware Diffusion Shuyuan Tu Qi Dai Zhi-Qi Cheng Hang-Rui Hu Xintong Han Zuxuan Wu Yu-Gang Jiang DiffM VGen 102 31 0 30 Nov 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 236 282 0 30 Nov 2023
Motion-Conditioned Image Animation for Video Editing Wilson Yan Andrew Brown Pieter Abbeel Rohit Girdhar S. Azadi DiffM VGen 133 12 0 30 Nov 2023
IMMA: Immunizing text-to-image Models against Malicious Adaptation Yijia Zheng Raymond A. Yeh 125 9 0 30 Nov 2023
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation Zineng Tang Ziyi Yang Mahmoud Khademi Yang Liu Chenguang Zhu Mohit Bansal LRM MLLM AuLLM 137 52 0 30 Nov 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 112 6 0 30 Nov 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 113 53 0 30 Nov 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 82 27 0 30 Nov 2023
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? Zhengyue Zhao Jinhao Duan Kaidi Xu Chenan Wang Rui Zhang Zidong Du Rui Guo Xing Hu DiffM AAML 114 25 0 30 Nov 2023
Non-Cross Diffusion for Semantic Consistency Ziyang Zheng Ruiyuan Gao Qiang Xu DiffM 74 2 0 30 Nov 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 114 69 0 30 Nov 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 100 5 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 78 10 0 30 Nov 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 186 27 0 30 Nov 2023
Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling Mrigank Raman Rohan Shah Akash Kannan Pranit Chawla DiffM 71 0 0 29 Nov 2023
Do text-free diffusion models learn discriminative visual representations? Soumik Mukhopadhyay M. Gwilliam Yosuke Yamaguchi Vatsal Agarwal Namitha Padmanabhan Archana Swaminathan Dinesh Manocha Abhinav Shrivastava DiffM 140 14 1 29 Nov 2023
Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models Daniel Geng Inbum Park Andrew Owens DiffM 100 30 0 29 Nov 2023
CG3D: Compositional Generation for Text-to-3D via Gaussian Splatting Alexander Vilesov Pradyumna Chari A. Kadambi 3DGS 81 35 0 29 Nov 2023
SODA: Bottleneck Diffusion Models for Representation Learning Drew A. Hudson Daniel Zoran Mateusz Malinowski Andrew Kyle Lampinen Andrew Jaegle James L. McClelland Loic Matthey Felix Hill Alexander Lerchner DiffM 110 56 0 29 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 209 451 0 29 Nov 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks Puja Trivedi Ryan Rossi David Arbour Tong Yu Franck Dernoncourt Sungchul Kim Nedim Lipka Namyong Park Nesreen K. Ahmed Danai Koutra DiffM 95 0 0 29 Nov 2023
DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Maximilian Augustin Yannic Neuhaus Matthias Hein DiffM 116 5 0 29 Nov 2023
Variational Bayes image restoration with compressive autoencoders Maud Biquard Marie Chabert Thomas Oberlin 80 2 0 29 Nov 2023
Fair Text-to-Image Diffusion via Fair Mapping Jia Li Lijie Hu Jingfeng Zhang Tianhang Zheng Hua Zhang Di Wang 158 17 0 29 Nov 2023
Curved Diffusion: A Generative Model With Optical Geometry Control Andrey Voynov Amir Hertz Moab Arar Shlomi Fruchter Daniel Cohen-Or DiffM 53 5 0 29 Nov 2023
SmoothVideo: Smooth Video Synthesis with Noise Constraints on Diffusion Models for One-shot Video Tuning Liang Peng Haoran Cheng Zheng Yang Ruisi Zhao Linxuan Xia Chaotian Song Qinglin Lu Boxi Wu Wei Liu VGen 65 2 0 29 Nov 2023
HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting Wenquan Lu Yufei Xu Jing Zhang Chaoyue Wang Dacheng Tao DiffM 90 28 0 29 Nov 2023
Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation Pramook Khungurn 84 4 0 29 Nov 2023
MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing Haoyu Zhao Tianyi Lu Jiaxi Gu Xing Zhang Qingping Zheng Zuxuan Wu Hang Xu Yu-Gang Jiang VGen DiffM 119 12 0 29 Nov 2023
SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors Dave Zhenyu Chen Haoxuan Li Hsin-Ying Lee Sergey Tulyakov Matthias Nießner DiffM 84 29 0 28 Nov 2023
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models Mohammad Mahdi Derakhshani Menglin Xia Harkirat Singh Behl Cees G. M. Snoek Victor Rühle 88 2 0 28 Nov 2023
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models Tsun-Hsuan Wang Juntian Zheng Pingchuan Ma Yilun Du Byungchul Kim Andrew Spielberg Josh Tenenbaum Chuang Gan Daniela Rus AI4CE 95 26 0 28 Nov 2023
Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models Zhengming Yu Zhiyang Dou Xiaoxiao Long Cheng Lin Zekun Li ... Taku Komura Marc Habermann Christian Theobalt Xin Li Wenping Wang 93 8 0 28 Nov 2023
Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer Danah Yatim Rafail Fridman Omer Bar-Tal Yoni Kasten Tali Dekel DiffM VGen 100 54 0 28 Nov 2023
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following Yutong Feng Biao Gong Di Chen Yujun Shen Yu Liu Jingren Zhou DiffM 130 50 0 28 Nov 2023
HumanRef: Single Image to 3D Human Generation via Reference-Guided Diffusion Jingbo Zhang Xiaoyu Li Qi Zhang Yan-Pei Cao Ying Shan Jing Liao 88 8 0 28 Nov 2023
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models Yuwei Guo Ceyuan Yang Anyi Rao Maneesh Agrawala Dahua Lin Bo Dai DiffM VGen 97 126 0 28 Nov 2023
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain Jan-Oliver Kropp Christian Schiffer Katrin Amunts Timo Dickscheid DiffM MedIm 64 2 0 28 Nov 2023
Panacea: Panoramic and Controllable Video Generation for Autonomous Driving Yuqing Wen Yucheng Zhao Yingfei Liu Fan Jia Yanhui Wang Chong Luo Chi Zhang Tiancai Wang Xiaoyan Sun Xiangyu Zhang 159 72 0 28 Nov 2023