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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
FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation Timur Sattarov Marco Schreyer Damian Borth FedML DiffM MedIm 66 7 0 11 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 121 2 0 11 Jan 2024
HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models Hanzhang Wang Haoran Wang Jinze Yang Zhongrui Yu Zeke Xie Lei Tian Xinyan Xiao Junjun Jiang Xianming Liu Mingming Sun DiffM 61 1 0 11 Jan 2024
TriNeRFLet: A Wavelet Based Triplane NeRF Representation Rajaei Khatib Raja Giryes 77 3 0 11 Jan 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 126 14 0 11 Jan 2024
Demystifying Variational Diffusion Models Fabio De Sousa Ribeiro Ben Glocker DiffM 95 0 0 11 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image Jiayuan Tian Jie Lei Jiaqing Zhang Weiying Xie Yunsong Li 69 12 0 10 Jan 2024
EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models Jingyuan Yang Jiawei Feng Hui Huang VLM 64 8 0 09 Jan 2024
Dynamic Addition of Noise in a Diffusion Model for Anomaly Detection Justin Tebbe Jawad Tayyub DiffM 102 7 0 09 Jan 2024
Memory-Efficient Fine-Tuning for Quantized Diffusion Model Hyogon Ryu Seohyun Lim Hyunjung Shim DiffM MQ 67 7 0 09 Jan 2024
scDiffusion: conditional generation of high-quality single-cell data using diffusion model Erpai Luo Minsheng Hao Lei Wei Xuegong Zhang 92 10 0 08 Jan 2024
ROIC-DM: Robust Text Inference and Classification via Diffusion Model Shilong Yuan Wei Yuan Hongzhi Yin Tieke He DiffM 106 3 0 07 Jan 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline Haonan Wang Qianli Shen Yao Tong Yang Zhang Kenji Kawaguchi 128 31 0 07 Jan 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 64 8 0 06 Jan 2024
MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond Yu-Hsiang Lin Xiaoyu Xian Yukai Shi Liang Lin DiffM 63 6 0 06 Jan 2024
Controllable Image Synthesis of Industrial Data Using Stable Diffusion Gabriele Valvano Antonino Agostino Giovanni De Magistris Antonino Graziano Giacomo Veneri 65 8 0 06 Jan 2024
Fair Sampling in Diffusion Models through Switching Mechanism Yujin Choi Jinseong Park Hoki Kim Jaewook Lee Saeroom Park DiffM 104 8 0 06 Jan 2024
SAR Despeckling via Regional Denoising Diffusion Probabilistic Model Xuran Hu Ziqiang Xu Zhihan Chen Zhengpeng Feng Mingzhe Zhu Ljubiša Stanković DiffM 61 9 0 06 Jan 2024
The Rise of Diffusion Models in Time-Series Forecasting Caspar Meijer Lydia Y. Chen DiffM AI4TS 93 10 0 05 Jan 2024
Simple Hierarchical Planning with Diffusion Chang Chen Fei Deng Kenji Kawaguchi Çağlar Gülçehre Sungjin Ahn OffRL DiffM 88 36 0 05 Jan 2024
Characteristics and prevalence of fake social media profiles with AI-generated faces Kai-Cheng Yang Danishjeet Singh Filippo Menczer 77 15 0 05 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 291 280 0 05 Jan 2024
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making William Yue Bo Liu Peter Stone 69 5 0 04 Jan 2024
Bring Metric Functions into Diffusion Models Jie An Zhengyuan Yang Jianfeng Wang Linjie Li Zicheng Liu Lijuan Wang Jiebo Luo DiffM 84 6 0 04 Jan 2024
Simulation-Based Inference with Quantile Regression He Jia 82 2 0 04 Jan 2024
From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization Qiang Zhang Ruida Zhou Yang Shen Tie Liu OffRL 128 1 0 04 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Tengjiao Wang DiffM 91 36 0 04 Jan 2024
Instruct-Imagen: Image Generation with Multi-modal Instruction Hexiang Hu Kelvin C. K. Chan Yu-Chuan Su Wenhu Chen Yandong Li ... Xue Ben Boqing Gong William W. Cohen Ming-Wei Chang Xuhui Jia MLLM 147 50 0 03 Jan 2024
AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI Fanda Fan Chunjie Luo Wanling Gao Jianfeng Zhan 146 15 0 03 Jan 2024
ColorizeDiffusion: Adjustable Sketch Colorization with Reference Image and Text Dingkun Yan Liang Yuan Erwin Wu Yuma Nishioka I. Fujishiro Suguru Saito DiffM 82 5 0 02 Jan 2024
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics Ammar A. Siddiqui Santosh Tirunagari Tehseen Zia David Windridge MedIm 91 1 0 02 Jan 2024
Image Sculpting: Precise Object Editing with 3D Geometry Control Jiraphon Yenphraphai Xichen Pan Sainan Liu Daniele Panozzo Saining Xie 87 22 0 02 Jan 2024
DiffMorph: Text-less Image Morphing with Diffusion Models Shounak Chatterjee DiffM 30 0 0 01 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 108 41 0 01 Jan 2024
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields X. Pan Zongxin Yang Shuai Bai Yi Yang DiffM OffRL 94 1 0 01 Jan 2024
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity Peihao Wang Zhiwen Fan Dejia Xu Dilin Wang Sreyas Mohan ... Rakesh Ranjan Yilei Li Qiang Liu Zhangyang Wang Vikas Chandra 128 21 0 31 Dec 2023
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 186 11 0 31 Dec 2023
SAFE-SIM: Safety-Critical Closed-Loop Traffic Simulation with Controllable Adversaries Wei-Jer Chang Francesco Pittaluga Masayoshi Tomizuka Wei Zhan Manmohan Chandraker 90 15 0 31 Dec 2023
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes Yuhta Takida Yukara Ikemiya Takashi Shibuya Kazuki Shimada Woosung Choi ... Naoki Murata Toshimitsu Uesaka Kengo Uchida Wei-Hsiang Liao Yuki Mitsufuji BDL 112 13 0 31 Dec 2023
Diffusion Model with Perceptual Loss Shanchuan Lin Xiao Yang DiffM 111 17 0 30 Dec 2023
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation Tuan-Anh Vu Duc Thanh Nguyen Qing Guo Binh-Son Hua N. Chung Ivor W. Tsang Sai-Kit Yeung DiffM 88 3 0 29 Dec 2023
Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning Zhongzhi Chen Xingwu Sun Xianfeng Jiao Fengzong Lian Zhanhui Kang Di Wang Cheng-zhong Xu HILM 84 33 0 29 Dec 2023
6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation Li Xu Haoxuan Qu Yujun Cai Jun Liu DiffM 118 12 0 29 Dec 2023
Classifier-free graph diffusion for molecular property targeting Matteo Ninniri Marco Podda Davide Bacciu 108 9 0 28 Dec 2023
Personalized Restoration via Dual-Pivot Tuning Pradyumna Chari Sizhuo Ma Daniil Ostashev A. Kadambi Gurunandan Krishnan Jian Wang Kfir Aberman DiffM 89 3 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 70 5 0 28 Dec 2023
InsActor: Instruction-driven Physics-based Characters Jiawei Ren Mingyuan Zhang Cunjun Yu Xiao Ma Liang Pan Ziwei Liu VGen 77 18 0 28 Dec 2023
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection Huan Liu Zichang Tan Chuangchuang Tan Yunchao Wei Yao-Min Zhao Jingdong Wang ViT 102 55 0 27 Dec 2023
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 170 23 0 27 Dec 2023
PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion Guansong Lu Yuanfan Guo Jianhua Han Minzhe Niu Yihan Zeng Songcen Xu Zeyi Huang Zhao Zhong Wei Zhang Hang Xu 85 4 0 27 Dec 2023