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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,139 papers shown

Title
Synthetic Data Aided Federated Learning Using Foundation Models Fatima Abacha Sin G. Teo Lucas C. Cordeiro Mustafa A. Mustafa FedML 70 2 0 06 Jul 2024
FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning Boyu Fan Chenrui Wu Xiang Su Pan Hui FedML 123 3 0 06 Jul 2024
Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model Kyobin Choo Youngjun Jun Mijin Yun Seong Jae Hwang MedIm 76 5 0 06 Jul 2024
Improving ensemble extreme precipitation forecasts using generative artificial intelligence Yingkai Sha Ryan Sobash David John Gagne II 96 0 0 05 Jul 2024
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation Yinghua Yao Yuangang Pan Jing Li Ivor Tsang Xin Yao 170 6 0 05 Jul 2024
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction Yuxuan Mu Wei Ji Chuan Guo Yilin Wang Juwei Lu Xiaofeng Wu Songcen Xu Peng Dai Youliang Yan Li Cheng 3DGS 154 7 0 05 Jul 2024
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation Jian Qian Miao Sun Sifan Zhou Biao Wan Minhao Li Patrick Chiang 127 10 0 05 Jul 2024
Speed-accuracy relations for diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport Kotaro Ikeda Tomoya Uda Daisuke Okanohara Sosuke Ito DiffM 94 1 0 05 Jul 2024
Timestep-Aware Correction for Quantized Diffusion Models Yuzhe Yao Feng Tian Jun Chen Haonan Lin Guang Dai Yong Liu Jingdong Wang DiffM MQ 103 5 0 04 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li Song Wenjun Zhang DiffM 86 5 0 04 Jul 2024
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Moslem Yazdanpanah Ismail Ben Ayed Christian Desrosiers 92 1 0 04 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 108 14 0 03 Jul 2024
Improved Noise Schedule for Diffusion Training Tiankai Hang Shuyang Gu DiffM 93 18 0 03 Jul 2024
Towards a Scalable Reference-Free Evaluation of Generative Models Azim Ospanov Jingwei Zhang Mohammad Jalali Xuenan Cao Andrej Bogdanov Farzan Farnia EGVM 100 13 0 03 Jul 2024
Single Image Rolling Shutter Removal with Diffusion Models Zhanglei Yang Haipeng Li Mingbo Hong Chen-Lin Zhang Shuaicheng Liu Shuaicheng Liu DiffM 105 4 0 03 Jul 2024
Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation Xiang Gao Zhengbo Xu Junhan Zhao Jiaying Liu DiffM 105 8 0 03 Jul 2024
Latent Diffusion Model for Generating Ensembles of Climate Simulations Johannes Meuer Maximilian Witte Tobias Sebastian Finn C. Timmreck Thomas Ludwig Christopher Kadow 36 0 0 02 Jul 2024
Feynman-Kac Operator Expectation Estimator Jingyuan Li Wei Liu 104 0 0 02 Jul 2024
Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning Jiawei Zhan Jinxiang Lai Bin-Bin Gao Jun Liu Xiaochen Chen Chengjie Wang 89 2 0 02 Jul 2024
Text-Aware Diffusion for Policy Learning Calvin Luo Mandy He Zilai Zeng Chen Sun 101 6 0 02 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 109 14 0 02 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Yuchen Li Fan Ma Zongxin Yang Yue Yang 184 12 0 02 Jul 2024
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation Mario Villaizán-Vallelado Matteo Salvatori Carlos Segura Ioannis Arapakis MedIm DiffM 116 8 0 02 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 210 1 0 02 Jul 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 127 46 0 01 Jul 2024
E.T. the Exceptional Trajectories: Text-to-camera-trajectory generation with character awareness Robin Courant Nicolas Dufour Xi Wang Marc Christie Vicky Kalogeiton VGen 107 5 0 01 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 150 3 0 01 Jul 2024
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration Pratheba Selvaraju Tianyu Ding Tianyi Chen Ilya Zharkov Luming Liang 142 29 0 01 Jul 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Boyuan Chen Diego Marti Monso Yilun Du Max Simchowitz Russ Tedrake Vincent Sitzmann DiffM 195 110 0 01 Jul 2024
Multimodal Conditional 3D Face Geometry Generation Christopher Otto Prashanth Chandran Sebastian Weiss Markus Gross Gaspard Zoss Derek Bradley CVBM 112 0 0 01 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 178 1 0 01 Jul 2024
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model Sepehr Salem Ghahfarokhi Tyrell To Julie M Jorns T. Yen Bing Yu Dong Hye Ye DiffM MedIm 29 2 0 01 Jul 2024
Diffusion Transformer Model With Compact Prior for Low-dose PET Reconstruction Bin Huang Xubiao Liu Lei Fang Qiegen Liu Bingxuan Li MedIm 67 1 0 01 Jul 2024
Learning Robust 3D Representation from CLIP via Dual Denoising Shuqing Luo Bowen Qu Wei-Nan Gao 104 1 0 01 Jul 2024
StyleShot: A Snapshot on Any Style Junyao Gao Yanchen Liu Yanan Sun Yinhao Tang Yanhong Zeng Kai Chen Cairong Zhao TTA 3DH VLM 198 19 0 01 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 211 6 0 01 Jul 2024
Neural Conditional Probability for Uncertainty Quantification Vladimir Kostic Karim Lounici Grégoire Pacreau P. Novelli G. Turri Massimiliano Pontil TPM UQCV 150 0 0 01 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 108 24 0 30 Jun 2024
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation Mushui Liu Yuhang Ma Yang Zhen Jun Dan Yunlong Yu Zeng Zhao Zhipeng Hu Bai Liu Changjie Fan VLM DiffM 137 20 0 30 Jun 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 99 3 0 30 Jun 2024
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization D. Wu Nikki Lijing Kuang Ruijia Niu Yi-An Ma Rose Yu 119 0 0 30 Jun 2024
Language-Guided Object-Centric Diffusion Policy for Generalizable and Collision-Aware Robotic Manipulation Hang Li Qian Feng Zhi Zheng Jianxiang Feng Zhaopeng Chen Alois Knoll 107 1 0 29 Jun 2024
Wavelets Are All You Need for Autoregressive Image Generation Wael Mattar Idan Levy Nir Sharon S. Dekel 97 5 0 28 Jun 2024
Deceptive Diffusion: Generating Synthetic Adversarial Examples Lucas Beerens Catherine F. Higham D. Higham WIGM DiffM 77 2 0 28 Jun 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 115 1 0 28 Jun 2024
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation Shufan Li Harkanwar Singh Aditya Grover EGVM 139 3 0 28 Jun 2024
What Matters in Detecting AI-Generated Videos like Sora? Chirui Chang Zhengzhe Liu Xiaoyang Lyu Xiaojuan Qi DiffM VGen 161 8 0 27 Jun 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 98 0 0 27 Jun 2024
On Discrete Prompt Optimization for Diffusion Models Ruochen Wang Ting Liu Cho-Jui Hsieh Boqing Gong DiffM 97 8 0 27 Jun 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Feng-Long Xie Weidi Xie VLM 184 37 0 27 Jun 2024