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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
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control Jingkuan Song Litao Guo Lianli Gao Hengtao Shen Jingkuan Song DiffM 72 3 0 06 Dec 2023
Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models Sze Jue Yang Chinh D. La Quang H. Nguyen Kok-Seng Wong Anh Tran Chee Seng Chan Khoa D. Doan AAML 68 0 0 06 Dec 2023
Diffused Task-Agnostic Milestone Planner Mineui Hong Minjae Kang Songhwai Oh 113 6 0 06 Dec 2023
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction Yanlong Li Chamara Madarasingha Kanchana Thilakarathna 69 2 0 06 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Zorah Lähner Peter Vajda Jialiang Wang DiffM 107 78 0 06 Dec 2023
DiffusionAtlas: High-Fidelity Consistent Diffusion Video Editing Shao-Yu Chang Hwann-Tzong Chen Tyng-Luh Liu DiffM VGen 106 3 0 05 Dec 2023
ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet Soon Yau Cheong Armin Mustafa Andrew Gilbert DiffM 76 5 0 05 Dec 2023
Gaussian3Diff: 3D Gaussian Diffusion for 3D Full Head Synthesis and Editing Yushi Lan Feitong Tan Di Qiu Qiangeng Xu Kyle Genova ... S. Fanello Rohit Pandey Thomas Funkhouser Chen Change Loy Yinda Zhang 3DGS 84 18 0 05 Dec 2023
LooseControl: Lifting ControlNet for Generalized Depth Conditioning Shariq Farooq Bhat Niloy J. Mitra Peter Wonka AI4CE DiffM 78 40 0 05 Dec 2023
Alchemist: Parametric Control of Material Properties with Diffusion Models Prafull Sharma Varun Jampani Yuanzhen Li Xuhui Jia Dmitry Lagun Frédo Durand William T. Freeman Mark J. Matthews DiffM 130 26 0 05 Dec 2023
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yen-Yu Lin Ming-Hsuan Yang Yi-Hsuan Tsai DiffM 131 11 0 05 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 125 24 0 05 Dec 2023
Drag-A-Video: Non-rigid Video Editing with Point-based Interaction Yao Teng Enze Xie Yue Wu Haoyu Han Zhenguo Li Xihui Liu DiffM VGen 54 14 0 05 Dec 2023
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation Jiachen Lu Ze Huang Zeyu Yang Jiahui Zhang Li Zhang VGen 108 46 0 05 Dec 2023
MagicStick: Controllable Video Editing via Control Handle Transformations Yue Ma Xiaodong Cun Yin-Yin He Chenyang Qi Xintao Wang Ying Shan Xiu Li Qifeng Chen VGen 125 26 0 05 Dec 2023
Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation Simeon Allmendinger Patrick Hemmer Moritz Queisner Igor Sauer Leopold Muller Johannes Jakubik Michael Vossing Niklas Kühl MedIm 77 6 0 05 Dec 2023
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models Fengyuan Shi Jiaxi Gu Hang Xu Songcen Xu Wei Zhang Limin Wang VGen DiffM 72 14 0 05 Dec 2023
FG-MDM: Towards Zero-Shot Human Motion Generation via Fine-Grained Descriptions Xu Shi Wei Yao Chuanchen Luo Junran Peng Hongwen Zhang Yunlian Sun VGen 61 4 0 05 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 153 204 0 05 Dec 2023
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 95 5 0 05 Dec 2023
Diffusion Noise Feature: Accurate and Fast Generated Image Detection Yichi Zhang Xiaogang Xu DiffM 91 13 0 05 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion Models Ryan Po Guandao Yang Kfir Aberman Gordon Wetzstein DiffM 89 30 0 05 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 129 25 0 05 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 103 27 0 04 Dec 2023
Generative Powers of Ten Xiaojuan Wang Janne Kontkanen Brian L. Curless Steven M. Seitz Ira Kemelmacher-Shlizerman B. Mildenhall Pratul P. Srinivasan Dor Verbin Aleksander Holynski 88 10 0 04 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 106 75 0 04 Dec 2023
GIVT: Generative Infinite-Vocabulary Transformers Michael Tschannen Cian Eastwood Fabian Mentzer 105 41 0 04 Dec 2023
ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation Dar-Yen Chen Hamish Tennent Ching-Wen Hsu DiffM 116 27 0 04 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 185 15 0 04 Dec 2023
VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence Yuchao Gu Yipin Zhou Bichen Wu Licheng Yu Jia-Wei Liu Rui Zhao Jay Zhangjie Wu David Junhao Zhang Mike Zheng Shou Kevin Tang DiffM VGen 146 42 0 04 Dec 2023
UniGS: Unified Representation for Image Generation and Segmentation Lu Qi Lehan Yang Weidong Guo Yu-Syuan Xu Bo Du Varun Jampani Ming-Hsuan Yang 98 19 0 04 Dec 2023
Conditional Variational Diffusion Models Gabriel della Maggiora L. Croquevielle Nikita Desphande Harry Horsley Thomas Heinis Artur Yakimovich DiffM 80 3 0 04 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 76 19 0 04 Dec 2023
X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model L. Ran Xiaodong Cun Jia-Wei Liu Rui Zhao Song Zijie Xintao Wang Jussi Keppo Mike Zheng Shou 94 12 0 04 Dec 2023
Fully Spiking Denoising Diffusion Implicit Models Ryo Watanabe Yusuke Mukuta Tatsuya Harada DiffM 68 3 0 04 Dec 2023
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning Zhenning Shi Changsheng Dong Xueshuo Xie Bin Pan Along He Li Tao DiffM MedIm 107 0 0 04 Dec 2023
Multimodality-guided Image Style Transfer using Cross-modal GAN Inversion Hanyu Wang Pengxiang Wu Kevin Dela Rosa Chen Wang Abhinav Shrivastava 120 9 0 04 Dec 2023
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference Feng Wang Jieru Mei Alan Yuille VLM 148 66 0 04 Dec 2023
Latent Feature-Guided Diffusion Models for Shadow Removal Kangfu Mei Luis Figueroa Zhe Lin Zhihong Ding Scott D. Cohen Vishal M. Patel DiffM 154 19 0 04 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 101 6 0 03 Dec 2023
Slice3D: Multi-Slice, Occlusion-Revealing, Single View 3D Reconstruction Yizhi Wang Wallace P. Lira Wenqi Wang Ali Mahdavi-Amiri Hao Zhang 82 11 0 03 Dec 2023
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts Tianqi Chen Yongfei Liu Zhendong Wang Jianbo Yuan Quanzeng You Hongxia Yang Mingyuan Zhou VLM 79 6 0 03 Dec 2023
A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling Wentao Qu Yuantian Shao Lingwu Meng Xiaoshui Huang Liang Xiao 70 12 0 03 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 142 10 0 03 Dec 2023
Meta ControlNet: Enhancing Task Adaptation via Meta Learning Junjie Yang Jinze Zhao Peihao Wang Zhangyang Wang Yingbin Liang 130 3 0 03 Dec 2023
AAMDM: Accelerated Auto-regressive Motion Diffusion Model Tianyu Li Calvin Qiao Guanqiao Ren KangKang Yin Sehoon Ha 92 6 0 02 Dec 2023
PAC Privacy Preserving Diffusion Models Qipan Xu Youlong Ding Xinxi Zhang Jie Gao Hao Wang DiffM 69 0 0 02 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 105 10 0 02 Dec 2023
DPHMs: Diffusion Parametric Head Models for Depth-based Tracking Jiapeng Tang Angela Dai Yinyu Nie Lev Markhasin Justus Thies Matthias Niessner DiffM 122 10 0 02 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 153 1 0 02 Dec 2023