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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
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 73 65 0 12 Apr 2023
Gradient-Free Textual Inversion Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 114 33 0 12 Apr 2023
CamDiff: Camouflage Image Augmentation via Diffusion Model Xuejiao Luo Shuo Wang Zongwei Wu Daniel Gehrig Yun Cheng Deng-Ping Fan Luc Van Gool DiffM 86 19 0 11 Apr 2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models Eslam Mohamed Bakr Pengzhan Sun Xiaoqian Shen Faizan Farooq Khan Li Erran Li Mohamed Elhoseiny VLM 82 79 0 11 Apr 2023
Diffusion Models for Constrained Domains N. Fishman Leo Klarner Valentin De Bortoli Emile Mathieu M. Hutchinson DiffM 94 39 0 11 Apr 2023
Mask-conditioned latent diffusion for generating gastrointestinal polyp images Roman Machávcek Leila Mozaffari Z. Sepasdar Sravanthi Parasa Pål Halvorsen Michael A. Riegler Vajira Thambawita MedIm DiffM 56 17 0 11 Apr 2023
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond Mohammadreza Armandpour A. Sadeghian Huangjie Zheng Amir Sadeghian Mingyuan Zhou DiffM 91 128 0 11 Apr 2023
Diffusion Recommender Model Wenjie Wang Yiyan Xu Fuli Feng Xinyu Lin Xiangnan He Tat-Seng Chua DiffM 75 125 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 71 14 0 10 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 110 56 0 10 Apr 2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art Kar Balan S. Agarwal Simon Jenni Andy Parsons Andrew Gilbert John Collomosse 71 13 0 10 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 80 15 0 10 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 110 38 0 09 Apr 2023
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation Kun Han Yifeng Xiong Chenyu You Pooya Khosravi Shanlin Sun Xiangyi Yan James Duncan Xiaohui Xie MedIm DiffM 85 22 0 08 Apr 2023
Deep Generative Modeling with Backward Stochastic Differential Equations Xingcheng Xu PINN 55 0 0 08 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 74 2 0 08 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe Lin Yang Zhang Shiyu Chang DiffM 94 46 0 07 Apr 2023
Conservative objective models are a special kind of contrastive divergence-based energy model Christopher Beckham C. Pal 98 4 0 07 Apr 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 110 10 0 07 Apr 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 229 237 0 06 Apr 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models Guanhua Zhang Jiabao Ji Yang Zhang Mo Yu Tommi Jaakkola Shiyu Chang DiffM 105 68 0 06 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 100 53 0 06 Apr 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 87 19 0 06 Apr 2023
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model H. Seo Hayeon Kim Gwanghyun Kim S. Chun DiffM 118 42 0 06 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models Yunxiang Li H. Shao Xiao Liang Liyuan Chen Ruiqi Li Steve B. Jiang Jing Wang You Zhang MedIm DiffM 97 52 0 05 Apr 2023
Generative Novel View Synthesis with 3D-Aware Diffusion Models E. R. Chan Koki Nagano Matthew A. Chan Alexander W. Bergman Jeong Joon Park Axel Levy M. Aittala Shalini De Mello Tero Karras Gordon Wetzstein DiffM 105 240 0 05 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 175 176 0 05 Apr 2023
Few-shot Semantic Image Synthesis with Class Affinity Transfer Marlene Careil Jakob Verbeek Stéphane Lathuilière DiffM 77 4 0 05 Apr 2023
A Diffusion-based Method for Multi-turn Compositional Image Generation Chao Wang DiffM 70 3 0 05 Apr 2023
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 58 57 0 04 Apr 2023
EGC: Image Generation and Classification via a Diffusion Energy-Based Model Qiushan Guo Chuofan Ma Yi Jiang Zehuan Yuan Yizhou Yu Ping Luo DiffM 84 8 0 04 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 74 7 0 04 Apr 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion Gwanghyun Kim Jinhyun Jang S. Chun DiffM 91 14 0 04 Apr 2023
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion Davis Rempe Zhengyi Luo Xue Bin Peng Ye Yuan Kris Kitani Karsten Kreis Sanja Fidler Or Litany 89 117 0 04 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 89 56 0 04 Apr 2023
Fully Variational Noise-Contrastive Estimation Christopher Zach BDL DRL 101 2 0 04 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 129 47 0 04 Apr 2023
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models Jaewoong Lee Sang-Sub Jang Jaehyeong Jo Jaehong Yoon Yunji Kim Jin-Hwa Kim Jung-Woo Ha Sung Ju Hwang DiffM 79 4 0 04 Apr 2023
Learning to Read Braille: Bridging the Tactile Reality Gap with Diffusion Models Carolina Higuera Byron Boots Mustafa Mukadam DiffM 67 28 0 03 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 139 193 0 03 Apr 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model Mingyuan Zhang Xinying Guo Liang Pan Zhongang Cai Fangzhou Hong Huirong Li Lei Yang Ziwei Liu DiffM VGen 139 172 0 03 Apr 2023
ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis Xuanang Xu S. Kapse Rajarsi R. Gupta Prateek Prasanna DiffM MedIm 72 19 0 03 Apr 2023
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Roberto Amoroso Davide Morelli Marcella Cornia Lorenzo Baraldi A. Bimbo Rita Cucchiara DiffM 123 29 0 02 Apr 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 55 16 0 31 Mar 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 116 73 0 31 Mar 2023
Trade-offs in Fine-tuned Diffusion Models Between Accuracy and Interpretability Mischa Dombrowski Hadrien Reynaud Johanna P. Müller Matthew Baugh Bernhard Kainz MedIm 57 7 0 31 Mar 2023
3D-aware Image Generation using 2D Diffusion Models Jianfeng Xiang Jiaolong Yang Binbin Huang Xin Tong DiffM 91 67 0 31 Mar 2023
GlyphDraw: Seamlessly Rendering Text with Intricate Spatial Structures in Text-to-Image Generation Jiancang Ma Mingjun Zhao Chen Chen Ruichen Wang Di Niu H. Lu Xiaodong Lin DiffM 87 12 0 31 Mar 2023
Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations Yiwu Zhong Licheng Yu Yang Bai Shangwen Li Xueting Yan Yin Li AI4TS 106 34 0 31 Mar 2023
AvatarCraft: Transforming Text into Neural Human Avatars with Parameterized Shape and Pose Control Ruixia Jiang Can Wang Jingbo Zhang Menglei Chai Mingming He Dongdong Chen Jing Liao DiffM 87 83 0 30 Mar 2023