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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
Diffusion Model-based FOD Restoration from High Distortion in dMRI Shuo Huang Lujia Zhong Yonggang Shi 73 0 0 19 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 109 4 0 19 Jun 2024
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction J. Cui Xinyi Zeng Pinxian Zeng Bo Liu Xi Wu Jiliu Zhou Yan Wang DiffM MedIm 89 1 0 19 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 125 6 0 18 Jun 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang 110 5 0 18 Jun 2024
Training Diffusion Models with Federated Learning Matthijs de Goede Bart Cox Jérémie Decouchant FedML 85 9 0 18 Jun 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 91 0 0 18 Jun 2024
Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion Hao Zeng Jiaqi Wang Avirup Das Junying He Kunpeng Han Haoyuan Hu Mingfei Sun 90 2 0 18 Jun 2024
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 52 0 0 17 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 201 241 0 17 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 82 6 0 17 Jun 2024
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models Muhammad Ali Farooq Wang Yao Peter Corcoran 82 1 0 17 Jun 2024
Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space Yuan Wang Zhao Wang Junhao Gong Di Huang Tong He ... J. Jiao Xuetao Feng Qi Dou Shixiang Tang Dan Xu 94 4 0 17 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 187 7 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 238 42 0 17 Jun 2024
An Analysis on Quantizing Diffusion Transformers Yuewei Yang Jialiang Wang Xiaoliang Dai Peizhao Zhang Hongbo Zhang MQ 116 1 0 16 Jun 2024
ViD-GPT: Introducing GPT-style Autoregressive Generation in Video Diffusion Models Kaifeng Gao Jiaxin Shi Hanwang Zhang Chunping Wang Jun Xiao DiffM VGen 138 15 0 16 Jun 2024
Poetry2Image: An Iterative Correction Framework for Images Generated from Chinese Classical Poetry Jing Jiang Yiran Ling Binzhu Li Pengxiang Li Junming Piao Yu Zhang EGVM DiffM 46 1 0 15 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 139 2 0 15 Jun 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models Pietro Astolfi Marlene Careil Melissa Hall Oscar Manas Matthew Muckley Jakob Verbeek Adriana Romero Soriano M. Drozdzal 107 13 0 14 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 91 2 0 14 Jun 2024
Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting Ce Hao Kelvin Lin Siyuan Luo Harold Soh 96 5 0 14 Jun 2024
ControlVAR: Exploring Controllable Visual Autoregressive Modeling Xiang Li Kai Qiu Hao Chen Jason Kuen Zhe Lin Rita Singh Bhiksha Raj DiffM 97 27 0 14 Jun 2024
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models Changjiang Li Ren Pang Bochuan Cao Jinghui Chen Fenglong Ma Shouling Ji Ting Wang DiffM 85 4 0 14 Jun 2024
Composing Parts for Expressive Object Generation Harsh Rangwani Aishwarya Agarwal Kuldeep Kulkarni R. Venkatesh Babu Srikrishna Karanam DiffM 114 2 0 14 Jun 2024
Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos Qingyuan Liu Pengyuan Shi Yun-Yun Tsai Chengzhi Mao Junfeng Yang DiffM VGen 78 4 0 13 Jun 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making Zibin Dong Yifu Yuan Jianye Hao Fei Ni Yi Ma Pengyi Li Yan Zheng DiffM 106 17 0 13 Jun 2024
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models Qihao Liu Zhanpeng Zeng Ju He Qihang Yu Xiaohui Shen Liang-Chieh Chen 117 22 0 13 Jun 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation Junke Wang Yi Jiang Zehuan Yuan Binyue Peng Zuxuan Wu Yu-Gang Jiang ViT VGen 129 46 0 13 Jun 2024
Real-Time Deepfake Detection in the Real-World Bar Cavia Eliahu Horwitz Tal Reiss Yedid Hoshen 129 8 0 13 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou Michael Simon Zhenghao Peng Sicheng Mo Hongzi Zhu Minyi Guo Bolei Zhou VGen 96 17 0 13 Jun 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation Sumukh K. Aithal Pratyush Maini Zachary Chase Lipton J. Zico Kolter DiffM 89 25 0 13 Jun 2024
StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning Giuseppe Vecchio 97 2 0 13 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 119 9 0 13 Jun 2024
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos Changan Chen Puyuan Peng Ami Baid Zihui Xue Wei-Ning Hsu David Harwath Kristen Grauman VGen 101 8 0 13 Jun 2024
Language-driven Grasp Detection An Dinh Vuong Minh Nhat Vu Baoru Huang Nghia Nguyen Hieu Le T. Vo Anh Nguyen VLM 124 19 0 13 Jun 2024
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing Jiangshan Wang Yue Ma Jiayi Guo Yicheng Xiao Gao Huang Xiu Li DiffM 121 24 0 13 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 155 24 0 13 Jun 2024
Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models Yuxuan Xue Xianghui Xie R. Marin Gerard Pons-Moll 3DGS 99 11 0 12 Jun 2024
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models Benjamin Biggs Arjun Seshadri Yang Zou Achin Jain Aditya Golatkar Yusheng Xie Alessandro Achille Ashwin Swaminathan Stefano Soatto MoMe DiffM 94 13 0 12 Jun 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 97 82 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 110 35 0 12 Jun 2024
FaithFill: Faithful Inpainting for Object Completion Using a Single Reference Image Rupayan Mallick Amr Abdalla Sarah Adel Bargal DiffM 55 0 0 12 Jun 2024
DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition Jiacheng Liu Hang Zhou Shida Wei Rui Ma 119 4 0 12 Jun 2024
Hierarchical Patch Diffusion Models for High-Resolution Video Generation Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov VGen 90 10 0 12 Jun 2024
Object-level Scene Deocclusion Zhengzhe Liu Qing Liu Chirui Chang Jianming Zhang D. Pakhomov Haitian Zheng Zhe Lin Daniel Cohen-Or Chi-Wing Fu 75 3 0 11 Jun 2024
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation Kai Wang Shijian Deng Jing Shi Dimitrios Hatzinakos Yapeng Tian VGen 135 11 0 11 Jun 2024
Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees Nicolas Beltran-Velez Alessandro Antonio Grande Achille Nazaret A. Kucukelbir David M. Blei 95 3 0 11 Jun 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement Yiyuan Yang Niki Trigoni Andrew Markham 160 3 0 11 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 182 104 0 11 Jun 2024