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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
A survey of recent methods for addressing AI fairness and bias in biomedicine Yifan Yang Mingquan Lin Han Zhao Yifan Peng Furong Huang Zhiyong Lu 99 21 0 13 Feb 2024
Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation AprilPyone Maungmaung H. Nguyen Hitoshi Kiya Isao Echizen 88 6 0 13 Feb 2024
PFCM: Poisson flow consistency models for low-dose CT image denoising Dennis Hein Adam Wang Ge Wang Ge Wang DiffM 83 1 0 13 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance Linxi Zhao Yihe Deng Weitong Zhang Q. Gu MLLM 118 1 0 13 Feb 2024
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions Frank Cole Yulong Lu DiffM 75 5 0 12 Feb 2024
Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds Bastian Boll Daniel Gonzalez-Alvarado Christoph Schnörr DRL 92 4 0 12 Feb 2024
Towards a mathematical theory for consistency training in diffusion models Gen Li Zhihan Huang Yuting Wei 117 18 0 12 Feb 2024
Discovering Universal Semantic Triggers for Text-to-Image Synthesis Shengfang Zhai Weilong Wang Jiajun Li Yinpeng Dong Hang Su Qingni Shen EGVM 66 3 0 12 Feb 2024
SelfSwapper: Self-Supervised Face Swapping via Shape Agnostic Masked AutoEncoder Jaeseong Lee J. Hyung Sohyun Jeong Jaegul Choo PICV 106 1 0 12 Feb 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 62 0 0 12 Feb 2024
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial Wenpin Tang Hanyang Zhao DiffM 123 27 0 12 Feb 2024
Stitching Sub-Trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL Sungyoon Kim Yunseon Choi Daiki E. Matsunaga Kee-Eung Kim OffRL 103 9 0 11 Feb 2024
Towards Fast Stochastic Sampling in Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 68 0 0 11 Feb 2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models Ayman Abaid Muhammad Ali Farooq N. Hynes Peter Corcoran Ihsan Ullah MedIm DiffM 28 2 0 10 Feb 2024
Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous Driving and Zero-Shot Instruction Following Brian Yang Huangyuan Su N. Gkanatsios Tsung-Wei Ke Ayush Jain Jeff Schneider Katerina Fragkiadaki DiffM 109 25 0 09 Feb 2024
Sequential Flow Straightening for Generative Modeling Jongmin Yoon Juho Lee 68 0 0 09 Feb 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 70 2 0 09 Feb 2024
GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model Haocheng Liu Teysir Baoueb Mathieu Fontaine Jonathan Le Roux Gaël Richard 68 4 0 09 Feb 2024
Controllable seismic velocity synthesis using generative diffusion models Fu Wang Xinquan Huang T. Alkhalifah DiffM 67 7 0 09 Feb 2024
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models Maitreya Suin Rama Chellappa DiffM 68 4 0 08 Feb 2024
Animated Stickers: Bringing Stickers to Life with Video Diffusion David Yan Winnie Zhang Luxin Zhang Anmol Kalia Dingkang Wang ... Guan Pang Ali K. Thabet Peter Vajda Amy Bearman Licheng Yu VGen DiffM 108 2 0 08 Feb 2024
DiscDiff: Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni W. Beardall Guoxuan Xia Akashaditya Das Guy-Bart Stan Yiren Zhao 74 10 0 08 Feb 2024
Time Series Diffusion in the Frequency Domain Jonathan Crabbé Nicolas Huynh Jan Stanczuk M. Schaar DiffM 104 14 0 08 Feb 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design Hannes Stärk Bowen Jing Chenyu Wang Gabriele Corso Bonnie Berger Regina Barzilay Tommi Jaakkola BDL 133 58 0 08 Feb 2024
AvatarMMC: 3D Head Avatar Generation and Editing with Multi-Modal Conditioning W. Para Abdelrahman Eldesokey Zhenyu Li Pradyumna Reddy Jiankang Deng Peter Wonka DiffM 86 0 0 08 Feb 2024
Stable Autonomous Flow Matching Christopher Iliffe Sprague Arne Elofsson Hossein Azizpour 94 1 0 08 Feb 2024
DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion Transformer Zhiyuan Ma Xiangyu Zhu Guojun Qi Chen Qian Zhaoxiang Zhang Zhen Lei 67 10 0 08 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 146 40 0 08 Feb 2024
Social Physics Informed Diffusion Model for Crowd Simulation Hongyi Chen Jingtao Ding Yong Li Yue Wang Xiao-Ping Zhang AI4CE 81 15 0 08 Feb 2024
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 96 30 0 08 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 160 15 0 08 Feb 2024
SPAD : Spatially Aware Multiview Diffusers Yash Kant Ziyi Wu Michael Vasilkovsky Guocheng Qian Jian Ren R. A. Guler Guohao Li Sergey Tulyakov Igor Gilitschenski Aliaksandr Siarohin DiffM 116 38 0 07 Feb 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models Nicholas Konz Yuwen Chen Haoyu Dong Maciej A. Mazurowski MedIm 126 31 0 07 Feb 2024
Blue noise for diffusion models Xingchang Huang Corentin Salaün C. N. Vasconcelos Christian Theobalt Cengiz Öztireli Gurprit Singh DiffM 89 11 0 07 Feb 2024
Advancing Explainable AI Toward Human-Like Intelligence: Forging the Path to Artificial Brain Yongchen Zhou Richard Jiang 65 4 0 07 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 72 40 0 07 Feb 2024
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models! Shashank Kotyan Poyuan Mao Pin-Yu Chen Danilo Vasconcellos Vargas AAML DiffM 118 0 0 07 Feb 2024
Noise Map Guidance: Inversion with Spatial Context for Real Image Editing Hansam Cho Jonghyun Lee Seoung Bum Kim Tae-Hyun Oh Yonghyun Jeong DiffM 110 18 0 07 Feb 2024
Bidirectional Autoregressive Diffusion Model for Dance Generation Canyu Zhang Youbao Tang Ning Zhang Ruei-Sung Lin Mei Han Jing Xiao Song Wang 85 9 0 06 Feb 2024
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning Ruoqing Zhang Ziwei Luo Jens Sjölund Thomas B. Schön Per Mattsson 113 13 0 06 Feb 2024
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation Zolnamar Dorjsembe H. Pao Furen Xiao MedIm 72 6 0 06 Feb 2024
Controllable Diverse Sampling for Diffusion Based Motion Behavior Forecasting Yiming Xu Hao Cheng Monika Sester DiffM 70 1 0 06 Feb 2024
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning Haoxuan Wang Yuzhang Shang Zhihang Yuan Junyi Wu Junchi Yan Yan Yan MQ DiffM 94 30 0 06 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 140 13 0 05 Feb 2024
InstanceDiffusion: Instance-level Control for Image Generation Xudong Wang Trevor Darrell Sai Saketh Rambhatla Rohit Girdhar Ishan Misra VLM DiffM 61 101 0 05 Feb 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach Orson Mengara DiffM 109 4 0 05 Feb 2024
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images? Anna Yoo Jeong Ha Josephine Passananti Ronik Bhaskar Shawn Shan Reid Southen Haitao Zheng Ben Y. Zhao AAML 151 24 0 05 Feb 2024
Guidance with Spherical Gaussian Constraint for Conditional Diffusion Lingxiao Yang Shutong Ding Yifan Cai Jingyi Yu Jingya Wang Ye-ling Shi DiffM 144 40 0 05 Feb 2024
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 86 3 0 05 Feb 2024
PFDM: Parser-Free Virtual Try-on via Diffusion Model Yunfang Niu Dong Yi Lingxiang Wu Zhiwei Liu Pengxiang Cai Jinqiao Wang DiffM 71 1 0 05 Feb 2024