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 / 1,576 papers shown

Title
Score-Debiased Kernel Density Estimation Elliot L. Epstein Rajat Dwaraknath Thanawat Sornwanee John Winnicki Jerry Weihong Liu 17 0 0 27 Apr 2025
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents Jinghao Lyu Kyle J. Ray James P. Crutchfield AI4CE 53 0 0 26 Apr 2025
Diffusion-Driven Universal Model Inversion Attack for Face Recognition H. Wang Shuo Wang Chun-Shien Lu Isao Echizen 87 0 0 25 Apr 2025
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation Gérome Andry François Rozet Sacha Lewin Omer Rochman Victor Mangeleer Matthias Pirlet Elise Faulx Marilaure Grégoire Gilles Louppe AI4Cl 66 1 0 25 Apr 2025
DOSE : Drum One-Shot Extraction from Music Mixture Suntae Hwang Seonghyeon Kang Kyungsu Kim Semin Ahn K. Lee 36 0 0 25 Apr 2025
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation Bowen Deng Chang Xu Hao Li Yuhao Huang Min Hou Jiang Bian MedIm 40 0 0 24 Apr 2025
I-INR: Iterative Implicit Neural Representations Ali Haider Muhammad Salman Ali Maryam Qamar Tahir Khalil Soo Ye Kim Jihyong Oh Enzo Tartaglione Sung-Ho Bae 47 0 0 24 Apr 2025
Flow Matching Ergodic Coverage Max Muchen Sun Allison Pinosky Todd Murphey 40 0 0 24 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 69 0 0 24 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 55 0 0 24 Apr 2025
ESDiff: Encoding Strategy-inspired Diffusion Model with Few-shot Learning for Color Image Inpainting J. Zhang Yan Li Mengxiao Geng L. Shi Qiegen Liu DiffM 43 0 0 24 Apr 2025
Hyper-Transforming Latent Diffusion Models I. Peis Batuhan Koyuncu Isabel Valera J. Frellsen 34 0 0 23 Apr 2025
Latent Diffusion Planning for Imitation Learning Amber Xie Oleh Rybkin Dorsa Sadigh Chelsea Finn 35 1 0 23 Apr 2025
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional Learning Mingxuan Cui Yihao Huang Yali Wang Hongkai Yu D. Lin Q. Zou Ming-Ming Cheng Xuran Li 3DGS 43 0 0 23 Apr 2025
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Ruixiang Zhang Shuangfei Zhai Yizhe Zhang James Thornton Zijing Ou Joshua M. Susskind Navdeep Jaitly DiffM 35 0 0 23 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 49 2 0 23 Apr 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 24 0 0 22 Apr 2025
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching Junn Yong Loo Michelle Adeline Julia Kaiwen Lau Fang Yu Leong Hwa Hui Tew Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan BDL 66 0 0 22 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny Hao Li VLM 75 0 0 22 Apr 2025
Riemannian Neural Geodesic Interpolant Jiawen Wu Bingguang Chen Yuyi Zhou Qi Meng Rongchan Zhu Zhi-Ming Ma 24 0 0 22 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 33 0 0 22 Apr 2025
RadioDiff- $k^2$ : Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction Xiucheng Wang Qiming Zhang Nan Cheng Ruijin Sun Zehan Li Shuguang Cui X. Shen MedIm 27 1 0 22 Apr 2025
VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining Zizhi Chen Xinyu Zhang Minghao Han Yao Liu Ziyun Qian Weifeng Zhang Xuzhi Zhang Jingwei Wei L. Zhang 31 0 0 22 Apr 2025
DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution Miaomiao Cai Simiao Li Wei Li X. Y. Huang Hanting Chen Jie Hu Yunhe Wang 27 0 0 21 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 48 1 0 21 Apr 2025
Uncertainty quantification of neural network models of evolving processes via Langevin sampling C. Safta Reese E. Jones Ravi G. Patel Raelynn Wonnacot Dan S. Bolintineanu Craig M. Hamel S. Kramer BDL 36 0 0 21 Apr 2025
OmniAudio: Generating Spatial Audio from 360-Degree Video Huadai Liu Tianyi Luo Qikai Jiang Kaicheng Luo Peiwen Sun ... Xin Li Shiliang Zhang Zhijie Yan Zhou Zhao Wei Xue VGen 55 0 0 21 Apr 2025
Automatic Generation of Aerobatic Flight in Complex Environments via Diffusion Models Yuhang Zhong Anke Zhao Tianyue Wu Tingrui Zhang Fei Gao 43 0 0 21 Apr 2025
Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model Ahmed Sobhi Saleh Kristof Croes Hajdin Ceric Ingrid De Wolf Houman Zahedmanesh DiffM 24 0 0 21 Apr 2025
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness Mojtaba Kolahdouzi Hatice Gunes Ali Etemad 28 0 0 21 Apr 2025
Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation Yi Yu Song Xia Xun Lin Chenqi Kong Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot AAML SILM 151 0 0 20 Apr 2025
Diffusion-based supervised learning of generative models for efficient sampling of multimodal distributions Hoang Tran Zezhong Zhang F. Bao Dan Lu Guannan Zhang DiffM 49 0 0 20 Apr 2025
Modality Selection and Skill Segmentation via Cross-Modality Attention Jiawei Jiang Kei Ota Devesh K. Jha Asako Kanezaki 24 0 0 20 Apr 2025
ExFace: Expressive Facial Control for Humanoid Robots with Diffusion Transformers and Bootstrap Training Dong Zhang Jingwei Peng Yuyang Jiao Jiayuan Gu Jingyi Yu Jiahao Chen 39 0 0 20 Apr 2025
Diffusion-Driven Inertial Generated Data for Smartphone Location Classification Noa Cohen Rotem Dror Itzik Klein DiffM 40 0 0 20 Apr 2025
RadioDiff-Inverse: Diffusion Enhanced Bayesian Inverse Estimation for ISAC Radio Map Construction Xiucheng Wang Zhongsheng Fang Nan Cheng Ruijin Sun Zan Li Xuemin Shen 27 0 0 19 Apr 2025
Generative emulation of chaotic dynamics with coherent prior Juan Nathaniel Pierre Gentine AI4TS AI4CE 28 0 0 19 Apr 2025
RINN: One Sample Radio Frequency Imaging based on Physics Informed Neural Network Fei Shang Haohua Du Dawei Yan Panlong Yang Xuran Li 38 0 0 19 Apr 2025
ProtPainter: Draw or Drag Protein via Topology-guided Diffusion Zhengxi Lu Shizhuo Cheng Yuru Jiang Yan Zhang M. Zhang DiffM 36 0 0 19 Apr 2025
Visual Prompting for One-shot Controllable Video Editing without Inversion Zhengbo Zhang Yuxi Zhou Duo Peng Joo-Hwee Lim Zhigang Tu De Wen Soh Lin Geng Foo DiffM 47 1 0 19 Apr 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Joowon Kim Ziseok Lee Donghyeon Cho Sanghyun Jo Y. Jung Kyungsu Kim Eunho Yang DiffM 45 0 0 18 Apr 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni DiffM OOD 51 0 0 18 Apr 2025
MusFlow: Multimodal Music Generation via Conditional Flow Matching Jiahao Song Yuzhao Wang 37 0 0 18 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 48 0 0 17 Apr 2025
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning Haoran Xu Shuozhe Li Harshit S. Sikchi S. Niekum Amy Zhang OffRL 27 0 0 17 Apr 2025
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 82 0 0 17 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 38 0 0 17 Apr 2025
On the minimax optimality of Flow Matching through the connection to kernel density estimation Lea Kunkel Mathias Trabs 37 0 0 17 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 71 0 0 17 Apr 2025
UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control Y. Wu Korrawe Karunratanakul Zhengyi Luo Siyu Tang DiffM VGen AI4CE 50 0 0 17 Apr 2025