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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
Closed-Form Diffusion Models Christopher Scarvelis Haitz Sáez de Ocáriz Borde Justin Solomon DiffM 195 12 0 19 Oct 2023
Scalable Diffusion for Materials Generation Mengjiao Yang KwangHwan Cho Amil Merchant Pieter Abbeel Dale Schuurmans Igor Mordatch E. D. Cubuk 92 43 0 18 Oct 2023
Exploring Decision-based Black-box Attacks on Face Forgery Detection Zhaoyu Chen Yue Liu Kaixun Jiang Shuang Wu Shouhong Ding Wenqiang Zhang AAML CVBM 134 1 0 18 Oct 2023
Bayesian Flow Networks in Continual Learning Mateusz Pyla Kamil Deja Bartlomiej Twardowski Tomasz Trzciñski BDL 108 0 0 18 Oct 2023
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now Yimeng Zhang Jinghan Jia Xin Chen Aochuan Chen Yihua Zhang Jiancheng Liu Ke Ding Sijia Liu DiffM 187 101 0 18 Oct 2023
Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos using NeRFs K. T. Nguyen Francesca Tozzi Nikdokht Rashidian W. Willaert J. Vankerschaver W. D. Neve MedIm 68 3 0 18 Oct 2023
Reflection-Equivariant Diffusion for 3D Structure Determination from Isotopologue Rotational Spectra in Natural Abundance Austin H. Cheng Alston Lo Santiago Miret Brooks H Pate Alán Aspuru-Guzik 78 6 0 17 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 98 35 0 17 Oct 2023
Elucidating The Design Space of Classifier-Guided Diffusion Generation Jiajun Ma Tianyang Hu Wei Cao Jiacheng Sun 102 9 0 17 Oct 2023
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou Lei Gan Dequan Wang Chongxuan Li Zhijie Deng BDL DiffM 73 7 0 17 Oct 2023
From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling Aneesh Komanduri Xintao Wu Yongkai Wu Feng Chen CML OOD 133 11 0 17 Oct 2023
Provable Probabilistic Imaging using Score-Based Generative Priors Yu Sun Zihui Wu Yifan Chen Berthy Feng Katherine Bouman DiffM 108 35 0 16 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 106 44 0 16 Oct 2023
Real-Fake: Effective Training Data Synthesis Through Distribution Matching Jianhao Yuan Jie Zhang Shuyang Sun Philip Torr Bo Zhao 87 27 0 16 Oct 2023
ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion Jiayu Yang Ziang Cheng Yunfei Duan Pan Ji Hongdong Li DiffM 90 58 0 16 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 61 0 0 16 Oct 2023
Towards image compression with perfect realism at ultra-low bitrates Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 90 57 0 16 Oct 2023
Style transfer between Microscopy and Magnetic Resonance Imaging via Generative Adversarial Network in small sample size settings M. Pytlarz Adrian Onicas A. Crimi GAN MedIm 93 1 0 16 Oct 2023
Unsupervised Discovery of Interpretable Directions in h-space of Pre-trained Diffusion Models Zijian Zhang Luping Liu Zhijie Lin Yichen Zhu Zhou Zhao DiffM 70 6 0 15 Oct 2023
Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation Prasha Srivastava Pawan Kumar Zia Abbas 40 0 0 15 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong Liu 83 5 0 14 Oct 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task Maya Okawa Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka CoGe DiffM 121 65 0 13 Oct 2023
Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models Utkarsh Aashu Mishra Shangjie Xue Yongxin Chen Danfei Xu LRM 105 73 0 13 Oct 2023
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 78 1 0 13 Oct 2023
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs Xiangyu Zhao Bo Liu Qijiong Liu Guangyuan Shi Xiao-Ming Wu VLM DiffM 82 7 0 13 Oct 2023
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation Jiayu Xiao Henglei Lv Liang Li Shuhui Wang Qingming Huang DiffM 118 23 0 13 Oct 2023
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection Chaocheng Yang Tingyin Wang Xuanhui Yan DiffM 111 8 0 13 Oct 2023
Histogram- and Diffusion-Based Medical Out-of-Distribution Detection Evi M. C. Huijben S. Amirrajab J. Pluim MedIm DiffM 76 1 0 12 Oct 2023
OmniControl: Control Any Joint at Any Time for Human Motion Generation Yiming Xie Varun Jampani Lei Zhong Deqing Sun Huaizu Jiang DiffM 79 120 0 12 Oct 2023
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 93 61 0 12 Oct 2023
Learning to Act from Actionless Videos through Dense Correspondences Po-Chen Ko Jiayuan Mao Yilun Du Shao-Hua Sun Josh Tenenbaum 111 89 0 12 Oct 2023
MotionDirector: Motion Customization of Text-to-Video Diffusion Models Rui Zhao Yuchao Gu Jay Zhangjie Wu David Junhao Zhang Jia-Wei Liu Weijia Wu Jussi Keppo Mike Zheng Shou DiffM VGen 113 118 0 12 Oct 2023
Debias the Training of Diffusion Models Huikang Yu Li Shen Jie Huang Man Zhou Hongsheng Li Feng Zhao DiffM 71 2 0 12 Oct 2023
Neural Diffusion Models Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 118 10 0 12 Oct 2023
Consistent123: Improve Consistency for One Image to 3D Object Synthesis Haohan Weng Tianyu Yang Jianan Wang Yu Li Tong Zhang Chong Chen Lei Zhang DiffM 109 76 0 12 Oct 2023
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing Yueming Lyu Kang Zhao Bo Peng H. Chen Yue Jiang Yingya Zhang Jing Dong Caifeng Shan 83 2 0 12 Oct 2023
Efficient Integrators for Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 68 11 0 11 Oct 2023
Generative Modeling with Phase Stochastic Bridges Tianrong Chen Jiatao Gu Laurent Dinh Evangelos A. Theodorou J. Susskind Shuangfei Zhai DiffM 77 19 0 11 Oct 2023
ConditionVideo: Training-Free Condition-Guided Text-to-Video Generation Bo Peng Xinyuan Chen Yaohui Wang Chaochao Lu Yu Qiao DiffM VGen 55 7 0 11 Oct 2023
ROMO: Retrieval-enhanced Offline Model-based Optimization Mingcheng Chen Haoran Zhao Yuxiang Zhao Hulei Fan Hongqiao Gao Yong Yu Zheng Tian OffRL 69 1 0 11 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 130 9 0 11 Oct 2023
Score Regularized Policy Optimization through Diffusion Behavior Huayu Chen Cheng Lu Zhengyi Wang Hang Su Jun Zhu 99 27 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 133 111 0 11 Oct 2023
Denoising Task Routing for Diffusion Models Byeongjun Park Sangmin Woo Hyojun Go Jin-Young Kim Changick Kim DiffM 102 18 0 11 Oct 2023
Echocardiography video synthesis from end diastolic semantic map via diffusion model Nguyen Van Phi Tran Minh Duc Hieu H. Pham Tran Quoc Long DiffM MedIm VGen 76 6 0 11 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions Jingyu Shi Rahul Jain Hyungjun Doh Ryo Suzuki Karthik Ramani 3DV 84 24 0 11 Oct 2023
HiFi-123: Towards High-fidelity One Image to 3D Content Generation Wangbo Yu Li-ming Yuan Yan-Pei Cao Xiangjun Gao Xiaoyu Li Wenbo Hu Long Quan Ying Shan Yonghong Tian DiffM 96 31 0 10 Oct 2023
Tweedie Moment Projected Diffusions For Inverse Problems Benjamin Boys Mark Girolami Jakiw Pidstrigach Sebastian Reich Alan Mosca O. Deniz Akyildiz MedIm 97 34 0 10 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 99 14 0 10 Oct 2023
AnoDODE: Anomaly Detection with Diffusion ODE Xianyao Hu Congming Jin MedIm DiffM 45 2 0 10 Oct 2023