Score-Based Generative Modeling through Stochastic Differential Equations

26 November 2020

Yang Song

Jascha Narain Sohl-Dickstein

Papers citing "Score-Based Generative Modeling through Stochastic Differential Equations"

50 / 4,332 papers shown

Title
Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes Zheng Dong Zekai Fan Shixiang Zhu DiffM 36 4 0 21 May 2023
DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model Xiangrong Zhang Shunli Tian Guanchun Wang Huiyu Zhou Licheng Jiao DiffM 55 6 0 21 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 45 16 0 21 May 2023
Any-to-Any Generation via Composable Diffusion Zineng Tang Ziyi Yang Chenguang Zhu Michael Zeng Joey Tianyi Zhou VGen DiffM 41 175 0 19 May 2023
The probability flow ODE is provably fast Sitan Chen Sinho Chewi Holden Lee Yuanzhi Li Jianfeng Lu Adil Salim DiffM 43 84 0 19 May 2023
Moment Matching Denoising Gibbs Sampling Mingtian Zhang Alex Hawkins-Hooker Brooks Paige David Barber DiffM 28 3 0 19 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 43 0 0 19 May 2023
Generative Sliced MMD Flows with Riesz Kernels J. Hertrich Christian Wald Fabian Altekrüger Paul Hagemann 41 24 0 19 May 2023
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 52 4 0 19 May 2023
Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models Wenhao Ding Tong Che Ding Zhao Marco Pavone BDL OffRL 22 2 0 18 May 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 51 120 0 18 May 2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces Javier E. Santos Z. Fox Nicholas Lubbers Yen Ting Lin DiffM 30 16 0 18 May 2023
High-dimensional Asymptotics of Denoising Autoencoders Hugo Cui Lenka Zdeborová 35 13 0 18 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 65 235 0 18 May 2023
Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model Xiangyu Rui Xiangyong Cao Li Pang Zeyu Zhu Zongsheng Yue Deyu Meng DiffM 46 29 0 18 May 2023
X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models Yixiong Chen Li Liu C. Ding 34 21 0 18 May 2023
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling Shitong Shao Xu Dai Shouyi Yin Lujun Li Huanran Chen Yang Hu 33 17 0 18 May 2023
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders Hao Shi Kazuki Shimada M. Hirano Takashi Shibuya Yuichiro Koyama Zhi-Wei Zhong Shusuke Takahashi Tatsuya Kawahara Yuki Mitsufuji DiffM 56 15 0 18 May 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation P. Avdeyev Chenlai Shi Y.M. Tan Kseniia Dudnyk Jian Zhou DiffM 26 49 0 18 May 2023
Sampling, Diffusions, and Stochastic Localization Andrea Montanari DiffM 25 29 0 18 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 35 103 0 18 May 2023
Bayesian Renormalization D. Berman Marc S. Klinger A. G. Stapleton 47 16 0 17 May 2023
FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention Guangxuan Xiao Tianwei Yin William T. Freeman F. Durand Song Han VGen DiffM 82 240 0 17 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yuan Liu Yogesh Balaji DiffM VGen 54 254 0 17 May 2023
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 24 38 0 17 May 2023
Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems Omer Belhasin Yaniv Romano Daniel Freedman Ehud Rivlin Michael Elad 46 23 0 17 May 2023
Pyramid Diffusion Models For Low-light Image Enhancement Dewei Zhou Zongxin Yang Yi Yang DiffM 34 77 0 17 May 2023
Score Operator Newton transport N. Chandramoorthy F. Schaefer Youssef Marzouk OT 38 1 0 16 May 2023
To smooth a cloud or to pin it down: Guarantees and Insights on Score Matching in Denoising Diffusion Models Francisco Vargas Teodora Reu A. Kerekes Michael M Bronstein DiffM 40 1 0 16 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 55 18 0 16 May 2023
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction Ruoqing Wang Zhu-xue Chen Qiong Luo Feng Wang DiffM 38 6 0 16 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu Peng Sun Christos Sakaridis Jingyun Liang Bihan Wen Radu Timofte Luc Van Gool DiffM 69 202 0 15 May 2023
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models Krishna Sri Ipsit Mantri Nevasini Sasikumar DiffM 45 1 0 15 May 2023
Laughing Matters: Introducing Laughing-Face Generation using Diffusion Models Antoni Bigata Casademunt Rodrigo Mira Nikita Drobyshev Konstantinos Vougioukas Stavros Petridis Maja Pantic DiffM 67 2 0 15 May 2023
Common Diffusion Noise Schedules and Sample Steps are Flawed Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 34 203 0 15 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 42 22 0 15 May 2023
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior Zongyu Li Jason Hu Xiaojian Xu Liyue Shen Jeffrey A. Fessler DiffM 37 3 0 12 May 2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation Yu Chen Wei Deng Shikai Fang Fengpei Li Ni Yang Yikai Zhang Kashif Rasul Shandian Zhe Anderson Schneider Yuriy Nevmyvaka OT AI4TS 46 26 0 12 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 58 285 0 11 May 2023
LatentPINNs: Generative physics-informed neural networks via a latent representation learning M. H. Taufik T. Alkhalifah AI4CE DiffM 54 4 0 11 May 2023
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model Zhe Ye Wei Xue Xuejiao Tan Jie Chen Qi-fei Liu Yi-Ting Guo DiffM 37 40 0 11 May 2023
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable Hyeok Kyu Kwon Minwoo Chae DRL 30 3 0 11 May 2023
Null-text Guidance in Diffusion Models is Secretly a Cartoon-style Creator Jing Zhao Heliang Zheng Chaoyue Wang Long Lan Wanrong Huang Wenjing Yang DiffM 46 10 0 11 May 2023
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation Xingang Peng Jiaqi Guan Qiang Liu Jianzhu Ma DiffM 33 43 0 11 May 2023
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era Chenghao Li Chaoning Zhang Atish Waghwase Lik-Hang Lee François Rameau Yang Yang Sung-Ho Bae Choong Seon Hong 54 75 0 10 May 2023
Relightify: Relightable 3D Faces from a Single Image via Diffusion Models Foivos Paraperas-Papantoniou Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 35 32 0 10 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 57 13 0 08 May 2023
Solving Linear Inverse Problems using Higher-Order Annealed Langevin Diffusion Nicolas Zilberstein A. Sabharwal Santiago Segarra DiffM 47 8 0 08 May 2023
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models Wenkai Dong Song Xue Xiaoyue Duan Shumin Han DiffM 62 58 0 08 May 2023
A Variational Perspective on Solving Inverse Problems with Diffusion Models Morteza Mardani Jiaming Song Jan Kautz Arash Vahdat DiffM 33 131 0 07 May 2023