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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
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 102 3 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 106 13 0 28 Nov 2023
Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement Jian Wang Zhe Cao D. Luvizon Lingjie Liu Kripasindhu Sarkar Danhang Tang Thabo Beeler Christian Theobalt DiffM 96 16 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 85 4 0 28 Nov 2023
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net Zizhao Hu Shaochong Jia Mohammad Rostami DiffM MedIm 55 0 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 103 20 0 28 Nov 2023
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 175 81 0 28 Nov 2023
Improving Denoising Diffusion Probabilistic Models via Exploiting Shared Representations Delaram Pirhayatifard Taha Toghani Guha Balakrishnan César A. Uribe DiffM 95 1 0 27 Nov 2023
Exploring Attribute Variations in Style-based GANs using Diffusion Models Rishubh Parihar Prasanna Balaji Raghav Magazine Sarthak Vora Tejan Karmali Varun Jampani R. V. Babu DiffM 74 1 0 27 Nov 2023
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution Rongyuan Wu Tao Yang Lingchen Sun Zhengqiang Zhang Shuai Li Lei Zhang DiffM SupR 103 147 0 27 Nov 2023
GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions Jiemin Fang Junjie Wang Xiaopeng Zhang Lingxi Xie Qi Tian 3DGS DiffM 136 117 0 27 Nov 2023
Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation Teo Deveney Jan Stanczuk L. Kreusser Chris Budd Carola-Bibiane Schönlieb DiffM 73 8 0 27 Nov 2023
DiffAnt: Diffusion Models for Action Anticipation Zeyun Zhong Chengzhi Wu Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer DiffM VGen 70 6 0 27 Nov 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Haoyu Chen Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 152 47 0 27 Nov 2023
Tell2Design: A Dataset for Language-Guided Floor Plan Generation Sicong Leng Yangqiaoyu Zhou Mohammed Haroon Dupty W. Lee Sam Joyce Wei Lu 3DV 69 15 0 27 Nov 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models C. Rota M. Buzzelli Joost van de Weijer DiffM 106 3 0 27 Nov 2023
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint Zhenzhi Wang Jingbo Wang Yixuan Li Dahua Lin Bo Dai 100 2 0 27 Nov 2023
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation Siteng Huang Biao Gong Yutong Feng Xi Chen Yu Fu Yu Liu Donglin Wang DiffM 76 14 0 27 Nov 2023
LLMGA: Multimodal Large Language Model based Generation Assistant Bin Xia Shiyin Wang Yingfan Tao Yitong Wang Jiaya Jia MLLM 106 12 0 27 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 119 13 0 27 Nov 2023
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls Minghui Hu Jianbin Zheng Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 99 5 0 27 Nov 2023
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning Chaofeng Chen Annan Wang Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 72 15 0 27 Nov 2023
ChatTraffic: Text-to-Traffic Generation via Diffusion Model Chengyang Zhang Yong Zhang Qitan Shao Bo Li Yisheng Lv Xinglin Piao Baocai Yin 94 7 0 27 Nov 2023
LFSRDiff: Light Field Image Super-Resolution via Diffusion Models Wentao Chao Fuqing Duan Xuechun Wang Yingqian Wang Guanghui Wang DiffM 123 6 0 27 Nov 2023
Dataset Distillation in Latent Space Yuxuan Duan Jianfu Zhang Liqing Zhang DD 100 6 0 27 Nov 2023
Efficient Dataset Distillation via Minimax Diffusion Jianyang Gu Saeed Vahidian Vyacheslav Kungurtsev Haonan Wang Wei Jiang Yang You Yiran Chen DD 107 35 0 27 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Dinesh Manocha Ming C. Lin Dinesh Manocha DiffM 80 2 0 27 Nov 2023
Regularization by Texts for Latent Diffusion Inverse Solvers Jeongsol Kim Geon Yeong Park Hyungjin Chung Jong Chul Ye AI4CE 183 16 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu Shirin Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 89 2 0 26 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 355 1,190 0 25 Nov 2023
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision Nicholas Lui Bryan Chia William Berrios Candace Ross Douwe Kiela 62 2 0 25 Nov 2023
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation L. Eyring Dominik Klein Théo Uscidda Giovanni Palla Niki Kilbertus Zeynep Akata Fabian J. Theis OT 85 18 0 25 Nov 2023
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser Xing Cui Zekun Li Peipei Li Huaibo Huang Xuannan Liu Zhaofeng He DiffM 113 9 0 25 Nov 2023
Point Cloud Pre-training with Diffusion Models Xiao Zheng Xiaoshui Huang Guofeng Mei Yuenan Hou Zhaoyang Lyu Bo Dai Wanli Ouyang Yongshun Gong 101 28 0 25 Nov 2023
Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models Poyuan Mao Shashank Kotyan Tham Yik Foong Danilo Vasconcellos Vargas 81 6 0 24 Nov 2023
CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization Ruoyu Zhao Mingrui Zhu Shiyin Dong Nannan Wang Xinbo Gao DiffM 68 12 0 24 Nov 2023
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model Eslam Mohamed Bakr Liangbing Zhao Vincent Tao Hu Matthieu Cord Patrick Pérez Mohamed Elhoseiny 79 1 0 24 Nov 2023
Highly Detailed and Temporal Consistent Video Stylization via Synchronized Multi-Frame Diffusion M. Xie Hanyuan Liu Chengze Li Tien-Tsin Wong VGen DiffM 115 0 0 24 Nov 2023
DemoFusion: Democratising High-Resolution Image Generation With No Ruoyi Du Dongliang Chang Timothy M. Hospedales Yi-Zhe Song Zhanyu Ma 127 56 0 24 Nov 2023
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 87 3 0 23 Nov 2023
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 103 8 0 23 Nov 2023
Adversarial defense based on distribution transfer Jiahao Chen Diqun Yan Li Dong 80 0 0 23 Nov 2023
Posterior Distillation Sampling Juil Koo Chanho Park Minhyuk Sung DiffM 125 30 0 23 Nov 2023
Improved Sample Complexity Bounds for Diffusion Model Training Shivam Gupta Aditya Parulekar Eric Price Zhiyang Xun 86 5 0 23 Nov 2023
A Somewhat Robust Image Watermark against Diffusion-based Editing Models Mingtian Tan Tianhao Wang Somesh Jha WIGM 86 3 0 22 Nov 2023
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse Shaoju Wu Sila Kurugol Andy Tsai MedIm DiffM 32 1 0 22 Nov 2023
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates Stefano Bruno Ying Zhang Dong-Young Lim Ömer Deniz Akyildiz Sotirios Sabanis DiffM 122 5 0 22 Nov 2023
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space Katja Schwarz Seung Wook Kim Jun Gao Sanja Fidler Andreas Geiger Karsten Kreis 111 6 0 22 Nov 2023
DiffusionMat: Alpha Matting as Sequential Refinement Learning Yangyang Xu Shengfeng He Wenqi Shao Kwan-Yee K. Wong Yu Qiao Ping Luo DiffM 75 3 0 22 Nov 2023
Guided Flows for Generative Modeling and Decision Making Qinqing Zheng Matt Le Neta Shaul Y. Lipman Aditya Grover Ricky T. Q. Chen 114 46 0 22 Nov 2023