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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
Seal2Real: Prompt Prior Learning on Diffusion Model for Unsupervised Document Seal Data Generation and Realisation Jiancheng Huang Yifan Liu Yi Huang Shifeng Chen DiffM VLM 59 4 0 01 Oct 2023
DiffPoseTalk: Speech-Driven Stylistic 3D Facial Animation and Head Pose Generation via Diffusion Models Zhiyao Sun Tian Lv Sheng Ye Matthieu Lin Jenny Sheng Yuhui Wen Minjing Yu Yong Liu DiffM 148 48 0 30 Sep 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 127 461 0 30 Sep 2023
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists Yulu Gan Sungwoo Park Alexander Schubert Anthony Philippakis Ahmed Alaa VLM 114 25 0 30 Sep 2023
Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering Linjie Lyu A. Tewari Marc Habermann Shunsuke Saito Michael Zollhöfer Thomas Leimkuhler Christian Theobalt DiffM 70 3 0 30 Sep 2023
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion Jingyuan Sun Mingxiao Li Marie-Francine Moens DiffM 109 7 0 30 Sep 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 80 3 0 30 Sep 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair A. Cherian Suhas Lohit Ye Wang T. Koike-Akino Vishal M. Patel Tim K. Marks DiffM 91 19 0 30 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 98 21 0 29 Sep 2023
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery Tasin Islam A. Miron Xiaohui Liu Yongmin Li DiffM 73 3 0 29 Sep 2023
LLM-grounded Video Diffusion Models Long Lian Baifeng Shi Semih Yavuz Ye Liu Boyi Li DiffM 103 55 0 29 Sep 2023
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 128 177 0 29 Sep 2023
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation Tuan Le Julian Cremer Frank Noé Djork-Arné Clevert Kristof T. Schütt DiffM 131 31 0 29 Sep 2023
ResBit: Residual Bit Vector for Categorical Values Masane Fuchi Amar Zanashir Si-Qing Chen Tomohiro Takagi 80 1 0 29 Sep 2023
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation Zhan Xiong Junling He Pieter Valkema Tri Q. Nguyen M. Naesens J. Kers F. Verbeek MedIm 67 0 0 29 Sep 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 86 3 0 29 Sep 2023
AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation Shengkun Tang Yaqing Wang Maksim Dzhigil Yi Liang Yongbin Li Dongkuan Xu 66 7 0 29 Sep 2023
Leveraging Optimization for Adaptive Attacks on Image Watermarks Nils Lukas Abdulrahman Diaa L. Fenaux Florian Kerschbaum AAML WIGM 105 27 0 29 Sep 2023
Denoising Diffusion Bridge Models Linqi Zhou Aaron Lou Samar Khanna Stefano Ermon DiffM 137 81 0 29 Sep 2023
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation Vlad Hondru Radu Tudor Ionescu DiffM 106 2 0 29 Sep 2023
Stochastic Digital Twin for Copy Detection Patterns Yury Belousov O. Taran Vitaliy Kinakh Svyatoslav Voloshynovskiy 71 0 0 28 Sep 2023
SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models Ethan Brewer Hamid Askarov Imran Ibrahimli Ismat Bakhishov N. Nabiyev DiffM 99 5 0 28 Sep 2023
RealFill: Reference-Driven Generation for Authentic Image Completion Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 89 45 0 28 Sep 2023
Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models Benjamin Hoover Hendrik Strobelt Dmitry Krotov Judy Hoffman Z. Kira Duen Horng Chau DiffM 83 5 0 28 Sep 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 64 24 0 28 Sep 2023
Text-to-3D using Gaussian Splatting Manish Sharma Moitreya Chatterjee Yikai Wang Huaping Liu 3DGS 125 244 0 28 Sep 2023
CCEdit: Creative and Controllable Video Editing via Diffusion Models Danfeng Hong Wenming Weng Hao Li Yuhui Yuan Jing Yao Chong Luo Zhibo Chen Baining Guo DiffM VGen 107 49 0 28 Sep 2023
Distilling ODE Solvers of Diffusion Models into Smaller Steps Sanghwan Kim Hao Tang Fisher Yu 88 3 0 28 Sep 2023
QonFusion -- Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion Shlomo Kashani 59 0 0 28 Sep 2023
Compositional Sculpting of Iterative Generative Processes Yixuan Wang Sebastiaan De Peuter Mingtong Zhang Vikas Garg Samuel Kaski Tommi Jaakkola DiffM 123 15 0 28 Sep 2023
Bayesian Cramér-Rao Bound Estimation with Score-Based Models Evan Scope Crafts Xianyang Zhang Ye Zhao 20 2 0 28 Sep 2023
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models Niki Najafi Xueyan Niu Bo Bai S. Meterissian Lei Deng Deniz Gunduz DiffM 66 24 0 27 Sep 2023
Finite Scalar Quantization: VQ-VAE Made Simple Fabian Mentzer David C. Minnen E. Agustsson Michael Tschannen 111 190 0 27 Sep 2023
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models Rafael-Edy Menadil Mariana-Iuliana Georgescu Radu Tudor Ionescu VLM DiffM 69 0 0 26 Sep 2023
Generating Visual Scenes from Touch Fengyu Yang Jiacheng Zhang Andrew Owens DiffM 91 27 0 26 Sep 2023
FEC: Three Finetuning-free Methods to Enhance Consistency for Real Image Editing Songyan Chen Jiancheng Huang DiffM 48 14 0 26 Sep 2023
Diffusion-based Holistic Texture Rectification and Synthesis Guoqing Hao S. Iizuka Kensho Hara E. Simo-Serra Hirokatsu Kataoka Kazuhiro Fukui DiffM 95 5 0 26 Sep 2023
Text-image guided Diffusion Model for generating Deepfake celebrity interactions Yunzhu Chen Nur Al Hasan Haldar Naveed Akhtar Ajmal Mian 52 10 0 26 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 81 7 0 26 Sep 2023
Progressive Text-to-3D Generation for Automatic 3D Prototyping Han Yi Zhedong Zheng Xiangyu Xu Tat-Seng Chua 100 9 0 26 Sep 2023
Generative Escher Meshes Noam Aigerman Thibault Groueix DiffM 82 4 0 25 Sep 2023
DECORAIT -- DECentralized Opt-in/out Registry for AI Training Karthika Balan Alexander Black Simon Jenni Andrew Gilbert Andy Parsons John Collomosse 60 7 0 25 Sep 2023
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation Tsiry Mayet Simon Bernard Clément Chatelain Romain Hérault DiffM 99 0 0 25 Sep 2023
Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models Yangming Li B. V. Breugel M. Schaar DiffM 59 3 0 25 Sep 2023
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging Nirhoshan Sivaroopan Dumindu Bandara Chamara Madarasingha Guilluame Jourjon A. Jayasumana Kanchana Thilakarathna DiffM 67 21 0 23 Sep 2023
Dream the Impossible: Outlier Imagination with Diffusion Models Xuefeng Du Yiyou Sun Xiaojin Zhu Yixuan Li 93 63 0 23 Sep 2023
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Yulong Zhang Shu Han Chen Weisen Jiang Yu Zhang Jiangang Lu James T. Kwok DiffM 73 7 0 23 Sep 2023
Invisible Watermarking for Audio Generation Diffusion Models Xirong Cao Xia Li D. Jadav Yanzhao Wu Zhehui Chen Chen Zeng Wenqi Wei WIGM 85 9 0 22 Sep 2023
Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations Hanjiang Hu Zuxin Liu Linyi Li Jiacheng Zhu Ding Zhao 65 0 0 22 Sep 2023
Diffusion Augmentation for Sequential Recommendation Qidong Liu Fan Yan Xiangyu Zhao Zhaochen Du Huifeng Guo Ruiming Tang Feng Tian 81 44 0 22 Sep 2023