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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 / 4,587 papers shown

Title
Off-dynamics Conditional Diffusion Planners Wen Zheng Terence Ng Jianda Chen Tianwei Zhang DiffM OffRL 140 0 0 16 Oct 2024
Training Neural Samplers with Reverse Diffusive KL Divergence Wenlin Chen Jiajun He Mingtian Zhang David Barber José Miguel Hernández-Lobato DiffM 141 8 0 16 Oct 2024
SF-Speech: Straightened Flow for Zero-Shot Voice Clone Xuyuan Li Zengqiang Shang Hua Hua Peiyang Shi Chen Yang Li Wang Pengyuan Zhang 153 3 0 16 Oct 2024
FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation Huadai Liu Jialei Wang Rongjie Huang Yang Liu H. Lu Zhou Zhao Wei Xue 65 3 0 16 Oct 2024
Parametric model reduction of mean-field and stochastic systems via higher-order action matching Jules Berman Tobias Blickhan Benjamin Peherstorfer 149 0 0 15 Oct 2024
Jigsaw++: Imagining Complete Shape Priors for Object Reassembly Jiaxin Lu Gang Hua Qixing Huang 59 2 0 15 Oct 2024
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems Jason Hu Bowen Song Jeffrey A. Fessler Liyue Shen DiffM 70 5 0 15 Oct 2024
Feature-guided score diffusion for sampling conditional densities Zahra Kadkhodaie S. Mallat Eero P. Simoncelli DiffM 90 0 0 15 Oct 2024
Simultaneous Diffusion Sampling for Conditional LiDAR Generation Ryan Faulkner Luke Haub Simon Ratcliffe Anh-Dzung Doan Ian Reid Tat-Jun Chin 103 0 0 15 Oct 2024
Hessian-Informed Flow Matching Christopher Iliffe Sprague Arne Elofsson Hossein Azizpour 67 0 0 15 Oct 2024
M2Diffuser: Diffusion-based Trajectory Optimization for Mobile Manipulation in 3D Scenes Sixu Yan Zeyu Zhang Muzhi Han Zaijin Wang Qi Xie Zhitian Li Zhehan Li Hangxin Liu Xinggang Wang Song-Chun Zhu 122 8 0 15 Oct 2024
Shallow diffusion networks provably learn hidden low-dimensional structure Nicholas M. Boffi Arthur Jacot Stephen Tu Ingvar M. Ziemann DiffM 88 3 0 15 Oct 2024
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method Weimin Bai Weiheng Tang E. Ye Siyi Chen Wenzheng Chen H. Sun DiffM 106 1 0 15 Oct 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 423 3 0 15 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 146 1 0 15 Oct 2024
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling Guiyu Zhang Huan-ang Gao Zijian Jiang Hao Zhao Zhedong Zheng EGVM 119 6 0 15 Oct 2024
Bayesian Experimental Design via Contrastive Diffusions Jacopo Iollo Christophe Heinkelé Pierre Alliez Florence Forbes 136 1 0 15 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 121 8 0 15 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 159 10 0 14 Oct 2024
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling Wenze Liu Le Zhuo Yi Xin Sheng Xia Peng Gao Xiangyu Yue 129 9 0 14 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification J. Yao Wang Cheng Wenyu Liu Xinggang Wang 91 13 0 14 Oct 2024
big.LITTLE Vision Transformer for Efficient Visual Recognition He Guo Yulong Wang Zixuan Ye Jifeng Dai Yuwen Xiong ViT 94 0 0 14 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware Control Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 77 8 0 14 Oct 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning Yuxuan Ren Dihan Zheng Chang-Shu Liu Peiran Jin Yu Shi Lin Huang Jiyan He Shengjie Luo Tao Qin Tie-Yan Liu AI4CE 105 2 0 14 Oct 2024
Learning to Customize Text-to-Image Diffusion In Diverse Context Taewook Kim Wei Chen Qiang Qiu DiffM 60 2 0 14 Oct 2024
VideoAgent: Self-Improving Video Generation Achint Soni Sreyas Venkataraman Abhranil Chandra Sebastian Fischmeister Percy Liang Bo Dai Sherry Yang LM&Ro VGen 168 11 0 14 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 481 1 0 14 Oct 2024
GALA: Geometry-Aware Local Adaptive Grids for Detailed 3D Generation Dingdong Yang Yizhi Wang Konrad Schindler Ali Mahdavi Amiri Hao Zhang 92 1 0 13 Oct 2024
Variational Diffusion Posterior Sampling with Midpoint Guidance Badr Moufad Yazid Janati Lisa Bedin Alain Durmus Randal Douc Eric Moulines Jimmy Olsson DiffM 47 5 0 13 Oct 2024
EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models Eungbean Lee Somi Jeong Kwanghoon Sohn DiffM 63 1 0 13 Oct 2024
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics Omar Chehab Anna Korba Austin Stromme Adrien Vacher 173 4 0 13 Oct 2024
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models Yule Wang Chengrui Li Weihan Li Anqi Wu DiffM 92 6 0 12 Oct 2024
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation Yifeng Xu Zhenliang He Shiguang Shan Xilin Chen DiffM 69 6 0 12 Oct 2024
Conditional Generative Models for Contrast-Enhanced Synthesis of T1w and T1 Maps in Brain MRI Moritz Piening Fabian Altekrüger Gabriele Steidl Elke Hattingen Eike Steidl MedIm 64 1 0 11 Oct 2024
Losing dimensions: Geometric memorization in generative diffusion Beatrice Achilli Enrico Ventura Gianluigi Silvestri Bao Pham G. Raya Dmitry Krotov Carlo Lucibello L. Ambrogioni 106 6 0 11 Oct 2024
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors Jeongho Ahn Kazuto Nakashima Koki Yoshino Y. Iwashita Ryo Kurazume DiffM 59 0 0 11 Oct 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu Zhiyu Zhu Junhui Hou Guangming Shi Jinjian Wu DiffM VGen 69 1 0 11 Oct 2024
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities Yi Zhou Yilai Li Jing Yuan Quanquan Gu 82 1 0 11 Oct 2024
Score Neural Operator: A Generative Model for Learning and Generalizing Across Multiple Probability Distributions Xinyu Liao Aoyang Qin Jacob H. Seidman Junqi Wang Wei Wang P. Perdikaris DiffM 60 0 0 11 Oct 2024
Diffusion Models Need Visual Priors for Image Generation Xiaoyu Yue Zidong Wang Zeyu Lu S. Sun Meng Wei Wanli Ouyang Junlin Wu Luping Zhou VLM 99 1 0 11 Oct 2024
TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning Tsiry Mayet Pourya Shamsolmoali Simon Bernard Eric Granger Romain Hérault Clément Chatelain DiffM 82 1 0 11 Oct 2024
Linear Convergence of Diffusion Models Under the Manifold Hypothesis Peter Potaptchik Iskander Azangulov George Deligiannidis DiffM 91 6 0 11 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 189 4 0 11 Oct 2024
Physics and Deep Learning in Computational Wave Imaging Youzuo Lin Shihang Feng J. Theiler Yinpeng Chen Umberto Villa Jing Rao John Greenhall Cristian Pantea M. Anastasio B. Wohlberg 63 1 0 10 Oct 2024
Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning Roberto Barceló Cristóbal Alcázar Felipe Tobar 93 4 0 10 Oct 2024
Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision Shengcao Cao Liang-Yan Gui Yu-Xiong Wang 85 3 0 10 Oct 2024
DifFRelight: Diffusion-Based Facial Performance Relighting Mingming He Pascal Clausen Ahmet Levent Taşel Li Ma Oliver Pilarski ... Laszlo Rikker Xueming Yu Ryan Burgert Ning Yu P. Debevec 67 9 0 10 Oct 2024
Scaling Laws For Diffusion Transformers Zhengyang Liang Hao He Ceyuan Yang Bo Dai 89 14 0 10 Oct 2024
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation Jiatao Gu Yuyang Wang Yizhe Zhang Qihang Zhang Dinghuai Zhang Navdeep Jaitly Josh Susskind Shuangfei Zhai DiffM 137 17 0 10 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 86 12 0 10 Oct 2024