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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
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter Jinglong Wang Xiawei Li Jing Zhang Qingyuan Xu Qin Zhou Qian Yu Lu Sheng Dong Xu VLM DiffM 119 48 0 06 Sep 2023
Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation Hyunwoo Ryu Jiwoo Kim Hyun Seok Ahn Junwoo Chang Joohwan Seo Taehan Kim Yubin Kim Chaewon Hwang Jongeun Choi R. Horowitz DiffM 120 38 0 06 Sep 2023
Diffusion on the Probability Simplex Griffin Floto Thorsteinn Jonsson Mihai Nica Scott Sanner Eric Zhengyu Zhu DiffM 92 8 0 05 Sep 2023
Hierarchical Masked 3D Diffusion Model for Video Outpainting Fanda Fan Chaoxu Guo Litong Gong Biao Wang T. Ge Yuning Jiang Chunjie Luo Jianfeng Zhan DiffM VGen 85 15 0 05 Sep 2023
StyleAdapter: A Single-Pass LoRA-Free Model for Stylized Image Generation Zhouxia Wang Xintao Wang Liangbin Xie Zhongang Qi Ying Shan Wenping Wang Ping Luo DiffM 56 12 0 04 Sep 2023
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation Georg Kohl Li-Wei Chen Nils Thuerey AI4CE DiffM 107 29 0 04 Sep 2023
Softmax Bias Correction for Quantized Generative Models N. Pandey Marios Fournarakis Chirag I. Patel Markus Nagel DiffM 73 12 0 04 Sep 2023
Generative-based Fusion Mechanism for Multi-Modal Tracking Zhangyong Tang Tianyang Xu Xuefeng Zhu Xiaojun Wu Josef Kittler DiffM 88 37 0 04 Sep 2023
ControlMat: A Controlled Generative Approach to Material Capture Giuseppe Vecchio Rosalie Martin Arthur Roullier Adrien Kaiser Romain Rouffet Valentin Deschaintre T. Boubekeur DiffM 84 40 0 04 Sep 2023
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis Jiayan Teng Wendi Zheng Ming Ding Wenyi Hong Jianqiao Wangni Zhuoyi Yang Jie Tang DiffM 93 46 0 04 Sep 2023
Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models Dogyun Park Suhyun Kim EGVM 41 4 0 04 Sep 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 56 2 0 04 Sep 2023
Accelerating Markov Chain Monte Carlo sampling with diffusion models N. Hunt-Smith W. Melnitchouk F. Ringer Nobuo Sato A. Thomas M. J. White DiffM 83 18 0 04 Sep 2023
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion Yunhong Lou Linchao Zhu Yaxiong Wang Xiaohan Wang Yezhou Yang DiffM 75 27 0 04 Sep 2023
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics Kyle Cranmer G. Kanwar S. Racanière Danilo Jimenez Rezende P. Shanahan AI4CE 99 26 0 03 Sep 2023
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model A. Sebaq Mohamed ElHelw DiffM 139 26 0 03 Sep 2023
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models Yuhao Du Yuncheng Jiang Shuangyi Tan Xusheng Wu Qi Dou Zerui Li Guanbin Li Xiang Wan MedIm DiffM 103 27 0 03 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 161 3 0 03 Sep 2023
Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution Xiaofei Sun He Li Wei-Ning Lee MedIm 36 6 0 02 Sep 2023
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems Feng Bao Zezhong Zhang Guannan Zhang DiffM 78 14 0 02 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 71 7 0 02 Sep 2023
DiCLET-TTS: Diffusion Model based Cross-lingual Emotion Transfer for Text-to-Speech -- A Study between English and Mandarin Tao Li Chenxu Hu Jian Cong Xinfa Zhu Jingbei Li Qiao Tian Yuping Wang Linfu Xie DiffM 89 9 0 02 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 105 25 0 02 Sep 2023
PathLDM: Text conditioned Latent Diffusion Model for Histopathology Srikar Yellapragada Alexandros Graikos Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Dimitris Samaras AI4CE 145 39 0 01 Sep 2023
Iterative Multi-granular Image Editing using Diffusion Models K. J. Joseph Prateksha Udhayanan Tripti Shukla Aishwarya Agarwal Srikrishna Karanam Koustava Goswami Balaji Vasan Srinivasan DiffM 104 17 0 01 Sep 2023
Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds Marcel Hirt Domenico Campolo Victoria Leong Juan-Pablo Ortega DRL 93 0 0 01 Sep 2023
Diffusion Model with Clustering-based Conditioning for Food Image Generation Yue Han Jiangpeng He Mridul Gupta Edward J. Delp Fengqing M Zhu 117 7 0 01 Sep 2023
BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models Yao Wei G. Vosselman Michael Ying Yang DiffM 54 9 0 31 Aug 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 58 2 0 31 Aug 2023
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains Xuantong Liu Yaoqin Xie Songhui Diao Shan Tan Xiaokun Liang DiffM MedIm 72 20 0 31 Aug 2023
Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance Zexin Hu Kun Hu Clinton Mo Lei Pan Zhiyong Wang DiffM 93 2 0 31 Aug 2023
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images Qingping Zheng Yuanfan Guo Jiankang Deng Jianhua Han Ying Li Songcen Xu Hang Xu 91 29 0 31 Aug 2023
LightGrad: Lightweight Diffusion Probabilistic Model for Text-to-Speech Jing Chen Xingcheng Song Zhendong Peng Binbin Zhang Fuping Pan Zhiyong Wu DiffM 76 19 0 31 Aug 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J Clarkson Yipeng Hu DiffM MedIm 86 6 0 30 Aug 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 117 75 0 30 Aug 2023
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI Ziyun Liang Harry Anthony Felix Wagner Konstantinos Kamnitsas DiffM MedIm 66 10 0 30 Aug 2023
Semantic Image Synthesis via Class-Adaptive Cross-Attention Tomaso Fontanini Claudio Ferrari G. Lisanti Massimo Bertozzi Andrea Prati 89 6 0 30 Aug 2023
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction Kai Xu Shiyu Lu Bin Huang Weiwen Wu Qie-gen Liu DiffM 68 26 0 30 Aug 2023
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models Takami Sato Justin Yue Nanze Chen Ningfei Wang Qi Alfred Chen DiffM 74 3 0 30 Aug 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 263 38 0 29 Aug 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 132 212 0 29 Aug 2023
Pose-Free Neural Radiance Fields via Implicit Pose Regularization Jiahui Zhang Fangneng Zhan Yingchen Yu Kunhao Liu Rongliang Wu Xiaoqin Zhang Ling Shao Shijian Lu 93 12 0 29 Aug 2023
C2G2: Controllable Co-speech Gesture Generation with Latent Diffusion Model Longbin Ji Pengfei Wei Yi Ren Jinglin Liu Chen Zhang Xiang Yin DiffM 62 3 0 29 Aug 2023
Transfusor: Transformer Diffusor for Controllable Human-like Generation of Vehicle Lane Changing Trajectories Jiqian Dong Sikai Chen Samuel Labi 48 2 0 28 Aug 2023
MagicEdit: High-Fidelity and Temporally Coherent Video Editing Jun Hao Liew Hanshu Yan Jianfeng Zhang Zhongcong Xu Jiashi Feng VGen DiffM 80 55 0 28 Aug 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 74 5 0 28 Aug 2023
360-Degree Panorama Generation from Few Unregistered NFoV Images Jiong-Qi Wang Ziyu Chen Jun Ling Rong Xie Li Song DiffM 94 25 0 28 Aug 2023
Priority-Centric Human Motion Generation in Discrete Latent Space Hanyang Kong Kehong Gong Dongze Lian Michael Bi Mi Xinchao Wang DiffM 119 55 0 28 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 124 152 0 28 Aug 2023
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction Riccardo Barbano Alexander Denker Hyungjin Chung Tae Hoon Roh Simon Arrdige Peter Maass Bangti Jin J. C. Ye MedIm 72 5 0 28 Aug 2023