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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
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model Kai Yang Jian Tao Jiafei Lyu Chunjiang Ge Jiaxin Chen Qimai Li Weihan Shen Xiaolong Zhu Xiu Li EGVM 142 109 0 22 Nov 2023
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning Yixin Liu Chenrui Fan Yutong Dai Xun Chen Pan Zhou Lichao Sun DiffM 111 23 0 22 Nov 2023
On the Limitation of Diffusion Models for Synthesizing Training Datasets Shinýa Yamaguchi Takuma Fukuda 78 9 0 22 Nov 2023
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion Yueqian Lin Jingyang Zhang Yiran Chen Hai Li DiffM 25 5 0 21 Nov 2023
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning Jiaxi Lv Yi Huang Mingfu Yan Jiancheng Huang Jianzhuang Liu Yifan Liu Yafei Wen Xiaoxin Chen Shifeng Chen VGen DiffM 135 25 0 21 Nov 2023
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection Nan Zhong Yiran Xu Sheng Li Zhenxing Qian Xinpeng Zhang 140 34 0 21 Nov 2023
Generating Progressive Images from Pathological Transitions via Diffusion Model Zeyu Liu Tianyi Zhang Yufang He Yun Feng Yu Zhao Guanglei Zhang MedIm 60 3 0 21 Nov 2023
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models Rohit Gandikota Joanna Materzyñska Tingrui Zhou Antonio Torralba David Bau DiffM 130 77 0 20 Nov 2023
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation Chenliang Zhou Fangcheng Zhong Param Hanji Zhilin Guo Kyle Fogarty Alejandro Sztrajman Hongyun Gao Cengiz Öztireli 101 3 0 20 Nov 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo Zhang OOD 116 0 0 20 Nov 2023
Pyramid Diffusion for Fine 3D Large Scene Generation Yuheng Liu Xinke Li Xueting Li Lu Qi Chongshou Li Ming-Hsuan Yang 147 19 0 20 Nov 2023
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models I. Ilanchezian Valentyn Boreiko Laura Kühlewein Ziwei Huang M. Ayhan Matthias Hein Lisa M. Koch Philipp Berens DiffM MedIm 70 4 0 20 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 75 11 0 20 Nov 2023
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction Wei Jiang Z. Xiong Feng Liu Nan Ye Hongfu Sun MedIm DiffM 146 6 0 20 Nov 2023
Gaussian Interpolation Flows Yuan Gao Jianxia Huang Yuling Jiao AI4CE 83 4 0 20 Nov 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model Zhenghao Pan Haijin Zeng Jingyun Liang Kai Zhang Yongyong Chen 110 6 0 19 Nov 2023
FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model Yunxiang Li H. Shao Xiaoxue Qian You Zhang MedIm DiffM 77 4 0 19 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 102 21 0 19 Nov 2023
LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching Yixun Liang Xin Yang Jiantao Lin Haodong Li Xiaogang Xu Yingcong Chen 3DGS 87 199 0 19 Nov 2023
On the Noise Scheduling for Generating Plausible Designs with Diffusion Models Jiajie Fan L. Vuaille Thomas Bäck Hao Wang DiffM 64 7 0 19 Nov 2023
DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance Fields Yu Chi Fangneng Zhan Sibo Wu Christian Theobalt Adam Kortylewski 80 1 0 18 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models Eleftherios Tsonis Paraskevi Tzouveli Athanasios Voulodimos DiffM 76 2 0 18 Nov 2023
Behavior Optimized Image Generation Varun Khurana Yaman Kumar Singla J. Subramanian R. Shah Changyou Chen Zhiqiang Xu Balaji Krishnamurthy EGVM 59 4 0 18 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 143 209 0 17 Nov 2023
SelfEval: Leveraging the discriminative nature of generative models for evaluation Sai Saketh Rambhatla Ishan Misra EGVM 90 5 0 17 Nov 2023
Enhancing Object Coherence in Layout-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 118 3 0 17 Nov 2023
A Study on Altering the Latent Space of Pretrained Text to Speech Models for Improved Expressiveness Mathias Vogel DiffM 47 0 0 17 Nov 2023
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression Animesh Sinha Bo Sun Anmol Kalia Arantxa Casanova Elliot Blanchard ... Ankit Ramchandani Maziar Sanjabi Sonal Gupta Amy Bearman Dhruv Mahajan DiffM 69 4 0 17 Nov 2023
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations Chung-Ching Chang William W. Cohen Yun-hsuan Sung 41 0 0 16 Nov 2023
MAM-E: Mammographic synthetic image generation with diffusion models R. Montoya-del-Angel Karla Sam-Millan J. C. Vilanova Robert Martí MedIm 76 7 0 16 Nov 2023
Scene Text Image Super-resolution based on Text-conditional Diffusion Models Chihiro Noguchi Shun Fukuda Masao Yamanaka DiffM 67 12 0 16 Nov 2023
DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics Aniket Roy Maiterya Suin Anshul B. Shah Ketul Shah Jiang-Long Liu Rama Chellappa DiffM 83 4 0 16 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 65 1 0 16 Nov 2023
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model Yinghao Xu Hao Tan Fujun Luan Sai Bi Peng Wang ... Zifan Shi Kalyan Sunkavalli Gordon Wetzstein Zexiang Xu Kai Zhang 123 167 0 15 Nov 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 72 15 0 15 Nov 2023
FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier Zhongjie Duan Chengyu Wang Cen Chen Weining Qian Jun Huang Mingyi Jin DiffM 46 2 0 15 Nov 2023
Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale Robert Harb T. Pock Heimo Müller MedIm 92 14 0 14 Nov 2023
Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence Generation Han Gao Xu Han Xiantao Fan Luning Sun Liping Liu Lian Duan Jian-Xun Wang DiffM AI4CE 88 26 0 14 Nov 2023
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency Achintha Wijesinghe Songyang Zhang Suchinthaka Wanninayaka Weiwei Wang Zhi Ding DiffM 77 3 0 13 Nov 2023
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model Shuwei Shao Zhongcai Pei Weihai Chen Dingchi Sun Peter C. Y. Chen Zhengguo Li MDE DiffM 77 8 0 13 Nov 2023
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models Yuanbin Cheng Koji Yamashita Jim Follum Nanpeng Yu AAML 114 2 0 13 Nov 2023
Augmented Bridge Matching Valentin De Bortoli Guan-Horng Liu Tianrong Chen Evangelos A. Theodorou Weilie Nie 110 12 0 12 Nov 2023
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 99 11 0 12 Nov 2023
A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI Seunghoi Kim Henry F. J. Tregidgo A. Eldaly Matteo Figini Daniel C. Alexander DiffM MedIm 58 7 0 11 Nov 2023
Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models Haejin Lee Jeongwoo Ju Jonghyuck Lee Yeoun Joo Lee Heechul Jung DiffM MedIm 65 0 0 10 Nov 2023
Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction Shanghao Shi Ning Wang Yang Xiao Chaoyu Zhang Yi Shi Y. T. Hou W. Lou 78 8 0 10 Nov 2023
ShipGen: A Diffusion Model for Parametric Ship Hull Generation with Multiple Objectives and Constraints Noah J. Bagazinski Faez Ahmed 83 14 0 09 Nov 2023
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation Yuli Wu Weidong He Dennis Eschweiler Ningxin Dou Zixin Fan Shengli Mi Peter Walter Johannes Stegmaier MedIm DiffM 91 3 0 09 Nov 2023
ControlStyle: Text-Driven Stylized Image Generation Using Diffusion Priors Jingwen Chen Yingwei Pan Ting Yao Tao Mei DiffM 112 42 0 09 Nov 2023
Diffusion Based Causal Representation Learning Amir Mohammad Karimi Mamaghan Andrea Dittadi Stefan Bauer Karl Henrik Johansson Francesco Quinzan CML DiffM 100 0 0 09 Nov 2023