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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
DiAMoNDBack: Diffusion-denoising Autoregressive Model for Non-Deterministic Backmapping of Cα Protein Traces Michael S. Jones Kirill Shmilovich Andrew L. Ferguson DiffM 81 14 0 23 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 115 247 0 23 Jul 2023
TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models Guy Zamberg Moshe Salhov Ofir Lindenbaum Amir Averbuch DiffM 60 4 0 23 Jul 2023
Synthesis of Batik Motifs using a Diffusion -- Generative Adversarial Network One Octadion N. Yudistira D. Kurnianingtyas DiffM 63 8 0 22 Jul 2023
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification Héctor Carrión Narges Norouzi DiffM MedIm 72 3 0 21 Jul 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting Marcel Kollovieh Abdul Fatir Ansari Michael Bohlke-Schneider Jasper Zschiegner Hao Wang Yuyang Wang DiffM AI4TS 114 52 0 21 Jul 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 111 150 0 21 Jul 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 73 0 0 21 Jul 2023
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport Zezeng Li Shenghao Li Zhanpeng Wang Na Lei Zhongxuan Luo Xianfeng Gu OT DiffM 76 9 0 21 Jul 2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing Oscar Michel Anand Bhattad Eli VanderBilt Ranjay Krishna Aniruddha Kembhavi Tanmay Gupta DiffM 88 38 0 20 Jul 2023
General Image-to-Image Translation with One-Shot Image Guidance Bin Cheng Zuhao Liu Yunbo Peng Yue-Hsun Lin ViT DiffM 89 38 0 20 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 95 2 0 20 Jul 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion Jinheng Xie Yuexiang Li Yawen Huang Haozhe Liu Wentian Zhang Yefeng Zheng Mike Zheng Shou DiffM 176 205 0 20 Jul 2023
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models Jiachun Pan Jun Hao Liew Vincent Y. F. Tan Jiashi Feng Hanshu Yan DiffM 102 12 0 20 Jul 2023
Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap Dejia Xu Xingqian Xu Wenyan Cong Humphrey Shi Zhangyang Wang DiffM 82 4 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 99 64 0 19 Jul 2023
TokenFlow: Consistent Diffusion Features for Consistent Video Editing Michal Geyer Omer Bar-Tal Shai Bagon Tali Dekel VGen DiffM 135 271 0 19 Jul 2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 77 35 0 19 Jul 2023
Adversarial Likelihood Estimation With One-Way Flows Omri Ben-Dov Pravir Singh Gupta Victoria Fernandez-Abrevaya Michael J. Black Partha Ghosh GAN DRL 60 0 0 19 Jul 2023
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection Jitao Ma Weiying Xie Yunsong Li Leyuan Fang DiffM 41 10 0 19 Jul 2023
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls Lejun Min Junyan Jiang Gus Xia Jingwei Zhao DiffM 99 22 0 19 Jul 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 89 29 0 19 Jul 2023
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation Federico Betti Jacopo Staiano Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe EGVM 50 7 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 163 48 1 17 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 120 75 0 17 Jul 2023
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions Yui Iioka Y. Yoshida Yuiga Wada Shumpei Hatanaka K. Sugiura DiffM 118 6 0 17 Jul 2023
Synthetic Lagrangian Turbulence by Generative Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. A. Scarpolini M. Buzzicotti DiffM 74 44 0 17 Jul 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation Luozhou Wang Shuai Yang Shu Liu Yingke Chen DiffM 91 10 0 17 Jul 2023
Unstoppable Attack: Label-Only Model Inversion via Conditional Diffusion Model Rongke Liu Dong Wang Yizhi Ren Zhen Wang Kaitian Guo Qianqian Qin Xiaolei Liu DiffM 63 13 0 17 Jul 2023
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing A. Baykal Abdul Basit Annes Duygu Ceylan Erkut Erdem Aykut Erdem D. Yurt CLIP 99 16 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 70 5 0 17 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 157 122 0 16 Jul 2023
LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection Haonan Yin Guanlong Jiao Qianhui Wu Börje F. Karlsson Biqing Huang Chin-Yew Lin DiffM 76 10 0 16 Jul 2023
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu Eng Siong Chng DiffM 106 13 0 16 Jul 2023
Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? Jialu Gao Kaizhe Hu Guowei Xu Huazhe Xu LM&Ro 89 17 0 15 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 82 29 0 14 Jul 2023
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Alessandro Flaborea Luca Collorone Guido DÁmely S. DÁrrigo Bardh Prenkaj Fabio Galasso VGen DiffM 98 42 0 14 Jul 2023
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement Hui Yuan Kaixuan Huang Chengzhuo Ni Minshuo Chen Mengdi Wang DiffM 94 37 0 13 Jul 2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models Moab Arar Rinon Gal Yuval Atzmon Gal Chechik Daniel Cohen-Or Ariel Shamir Amit H. Bermano DiffM 96 76 0 13 Jul 2023
Exposing the Fake: Effective Diffusion-Generated Images Detection Ruipeng Ma Jinhao Duan Fei Kong Xiaoshuang Shi Kaidi Xu DiffM 155 32 0 12 Jul 2023
Diffusion Models for Multi-target Adversarial Tracking Sean Ye Manisha Natarajan Zixuan Wu Matthew C. Gombolay DiffM 97 3 0 12 Jul 2023
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation Yi Leng Qiangjuan Huang Zhiyuan Wang Yangyang Liu Haoyu Zhang DiffM 73 5 0 12 Jul 2023
My3DGen: A Scalable Personalized 3D Generative Model Luchao Qi Jiaye Wu Annie N. Wang Sheng-Yu Wang Roni Sengupta 3DH 93 5 0 11 Jul 2023
Geometric Neural Diffusion Processes Emile Mathieu Vincent Dutordoir M. Hutchinson Valentin De Bortoli Yee Whye Teh Richard Turner DiffM 86 9 0 11 Jul 2023
On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models Marija Ivanovska Vitomir Štruc DiffM 76 10 0 11 Jul 2023
Diffusion idea exploration for art generation N. Verma DiffM 109 1 0 11 Jul 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 154 883 0 10 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 95 29 0 10 Jul 2023
Enhancing Adversarial Robustness via Score-Based Optimization Boya Zhang Weijian Luo Zhihua Zhang DiffM 90 14 0 10 Jul 2023
Score-based Conditional Generation with Fewer Labeled Data by Self-calibrating Classifier Guidance Paul Kuo-Ming Huang Si-An Chen Hsuan-Tien Lin 59 0 0 09 Jul 2023