v1v2 (latest)

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"

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Title
ADBM: Adversarial diffusion bridge model for reliable adversarial purification Xiao-Li Li Wenxuan Sun Huanran Chen Qiongxiu Li Yining Liu Yingzhe He Jie Shi Xiaolin Hu AAML 173 12 0 01 Aug 2024
Generative Learning of the Solution of Parametric Partial Differential Equations Using Guided Diffusion Models and Virtual Observations Han Gao Sebastian Kaltenbach Petros Koumoutsakos DiffM AI4CE 119 9 0 31 Jul 2024
TASI Lectures on Physics for Machine Learning Jim Halverson 75 1 0 31 Jul 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 53 0 0 31 Jul 2024
Big Cooperative Learning Yulai Cong AI4CE 70 0 0 31 Jul 2024
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics Zhuoyuan Li Bin Dong Linyue Chu 134 1 0 31 Jul 2024
Matting by Generation Zhixiang Wang Baiang Li Jian Wang Yu-Lun Liu Jinwei Gu Yung-Yu Chuang Shiníchi Satoh DiffM 85 1 0 30 Jul 2024
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations Jiageng Zhu Hanchen Xie Jiazhi Li Wael Abd-Almageed DiffM 89 1 0 30 Jul 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi F. Chen Shaul Druckmann Lester W. Mackey Scott W. Linderman 133 15 0 30 Jul 2024
Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation Junda Wu Cheng-i Wang Amit Namburi Jiaheng Dai Hao-Wen Dong Zhouhang Xie Carol Chen Julian McAuley 80 2 0 29 Jul 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 138 17 0 29 Jul 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning Liyuan Mao Haoran Xu Weinan Zhang Xianyuan Zhan Amy Zhang OffRL 116 19 0 29 Jul 2024
Detecting Unsafe Behavior in Neural Network Imitation Policies for Caregiving Robotics Andrii Tytarenko OffRL 89 0 0 29 Jul 2024
Generalization bounds for regression and classification on adaptive covering input domains Wen-Liang Hwang 67 0 0 29 Jul 2024
Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation under Complex Task-Motion Dependencies Yonghyeon Lee Byeongho Lee Seungyeon Kim Frank C. Park 66 0 0 29 Jul 2024
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory Xiaoyan Xing Vincent Tao Hu J. H. Metzen Konrad Groh Sezer Karaoglu Theo Gevers 89 4 0 29 Jul 2024
Importance Corrected Neural JKO Sampling Johannes Hertrich Robert Gruhlke 102 2 0 29 Jul 2024
Piecewise deterministic generative models Andrea Bertazzi Alain Durmus Dario Shariatian Umut Simsekli Éric Moulines DiffM 58 1 0 28 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 116 0 0 28 Jul 2024
Inverse Problems with Diffusion Models: A MAP Estimation Perspective Sai Bharath Chandra Gutha Hossein Azizpour Ricardo Vinuesa DiffM 69 5 0 27 Jul 2024
Log-Concave Coupling for Sampling Neural Net Posteriors Curtis McDonald Andrew R. Barron 65 1 0 26 Jul 2024
Robust VAEs via Generating Process of Noise Augmented Data Hiroo Irobe Wataru Aoki Kimihiro Yamazaki Yuhui Zhang Takumi Nakagawa Hiroki Waida Yuichiro Wada Takafumi Kanamori AAML 61 0 0 26 Jul 2024
Learning to Enhance Aperture Phasor Field for Non-Line-of-Sight Imaging In Cho Hyunbo Shim Seon Joo Kim 96 1 0 26 Jul 2024
Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models Dario Shariatian Umut Simsekli Alain Durmus DiffM 125 3 0 26 Jul 2024
A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing Yu-Kai Huang Yutong Zheng Yen-Shuo Su Anudeepsekhar Bolimera Han Zhang Fangyi Chen Marios Savvides CVBM 81 0 0 25 Jul 2024
Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions Jan Nikolas Morshuis Matthias Hein Christian F. Baumgartner 57 0 0 25 Jul 2024
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model Yuanbo Wen Tao Gao Ting Chen DiffM 72 3 0 24 Jul 2024
MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models Chunsan Hong Tae-Hyun Oh Minhyuk Sung VLM EGVM 102 0 0 24 Jul 2024
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference Jian Xu Delu Zeng John Paisley DiffM 90 1 0 24 Jul 2024
Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model Lirui Zhao Tianshuo Yang Wenqi Shao Yuxin Zhang Yu Qiao Ping Luo Kaipeng Zhang Rongrong Ji DiffM 81 3 0 24 Jul 2024
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation Hajin Shim Changhun Kim Eunho Yang TTA 64 7 0 23 Jul 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 70 3 0 23 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 88 11 0 22 Jul 2024
Discrete Flow Matching Itai Gat Tal Remez Neta Shaul Felix Kreuk Ricky T. Q. Chen Gabriel Synnaeve Yossi Adi Y. Lipman DiffM 138 85 0 22 Jul 2024
Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling Junn Yong Loo Michelle Adeline Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan DiffM 78 0 0 21 Jul 2024
Anchored Diffusion for Video Face Reenactment I. Kligvasser Regev Cohen G. Leifman Ehud Rivlin Michael Elad DiffM VGen 101 1 0 21 Jul 2024
LSReGen: Large-Scale Regional Generator via Backward Guidance Framework Bowen Zhang Cheng Yang Xuanhui Liu DiffM 72 0 0 21 Jul 2024
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives D. Hagos Rick Battle Danda B. Rawat LM&MA OffRL 114 27 0 20 Jul 2024
Strongly Isomorphic Neural Optimal Transport Across Incomparable Spaces Athina Sotiropoulou David Alvarez-Melis OT 56 2 0 20 Jul 2024
CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 68 0 0 20 Jul 2024
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion Boyang Deng Richard Tucker Zhengqi Li Leonidas Guibas Noah Snavely Gordon Wetzstein VGen 3DGS DiffM 90 14 0 18 Jul 2024
LogoSticker: Inserting Logos into Diffusion Models for Customized Generation Mingkang Zhu Xi Chen Zhongdao Wang Hengshuang Zhao Jiaya Jia DiffM 94 3 0 18 Jul 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 80 7 0 18 Jul 2024
URCDM: Ultra-Resolution Image Synthesis in Histopathology Sarah Cechnicka James G. C. Ball Matthew Baugh Hadrien Reynaud Naomi Simmonds A. Smith Catherine Horsfield C. Roufosse Bernhard Kainz MedIm 79 1 0 18 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 90 10 0 17 Jul 2024
CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems Jiankun Zhao Bowen Song Liyue Shen DiffM 96 5 0 17 Jul 2024
GeoGuide: Geometric guidance of diffusion models Mateusz Poleski Jacek Tabor Przemysław Spurek 81 1 0 17 Jul 2024
Base Models for Parabolic Partial Differential Equations Xingzi Xu Ali Hasan Jie Ding Vahid Tarokh 84 2 0 17 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 200 17 0 17 Jul 2024
A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics Junqi Yin Siming Liang Siyan Liu Feng Bao H. Chipilski Dan Lu Guannan Zhang AI4Cl 62 2 0 16 Jul 2024