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
Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling Jaideep Pathak Y. Cohen Piyush Garg Peter Harrington Noah D. Brenowitz ... Morteza Mardani Arash Vahdat Shaoming Xu K. Kashinath Michael Pritchard DiffM AI4Cl 45 8 0 20 Aug 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 39 7 0 20 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 67 2 0 19 Aug 2024
TraDiffusion: Trajectory-Based Training-Free Image Generation Mingrui Wu Oucheng Huang Jiayi Ji Jiale Li Xinyue Cai Huafeng Kuang Jianzhuang Liu Xiaoshuai Sun Rongrong Ji 40 3 0 19 Aug 2024
Fragment-Masked Diffusion for Molecular Optimization Kun Li Xiantao Cai Jia Wu Shirui Pan Huiting Xu Bo Du Wenbin Hu 38 0 0 17 Aug 2024
Deep Generative Classification of Blood Cell Morphology Simon Deltadahl J. Gilbey C. V. Laer Nancy Boeckx M. Leers ... Nicholas S. Gleadall Carola-Bibiane Schönlieb S. Sivapalaratnam Michael Roberts P. Nachev DiffM MedIm 44 0 0 16 Aug 2024
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction Xiucheng Wang Keda Tao Nan Cheng Zhisheng Yin Zan Li Yuan Zhang Xuemin Shen 37 10 0 16 Aug 2024
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness Hefei Mei Minjing Dong Chang Xu AAML 56 0 0 16 Aug 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 65 24 0 15 Aug 2024
CT4D: Consistent Text-to-4D Generation with Animatable Meshes Ce Chen Shaoli Huang Xuelin Chen Guangyi Chen Xiaoguang Han Kun Zhang Biwei Huang 38 4 0 15 Aug 2024
Dual-Domain CLIP-Assisted Residual Optimization Perception Model for Metal Artifact Reduction Xinrui Zhang Ailong Cai Shaoyu Wang Linyuan Wang Zhizhong Zheng Lei Li Bin Yan MedIm 36 0 0 14 Aug 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 54 2 0 14 Aug 2024
Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models Cheng Chen Christina Giannoula Andreas Moshovos DiffM MQ 24 0 0 13 Aug 2024
Leveraging Priors via Diffusion Bridge for Time Series Generation Jinseong Park Seungyun Lee Woojin Jeong Yujin Choi Jaewook Lee DiffM 39 5 0 13 Aug 2024
Music2Latent: Consistency Autoencoders for Latent Audio Compression Marco Pasini Stefan Lattner George Fazekas 24 7 0 12 Aug 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 44 2 0 12 Aug 2024
Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information Mingkun Zhang Jianing Li Wei Chen Jiafeng Guo Xueqi Cheng 45 6 0 12 Aug 2024
Kernel Density Estimators in Large Dimensions Giulio Biroli Marc Mézard 21 1 0 11 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu Huaibo Huang Jie Cao Ran He DiffM 45 0 0 10 Aug 2024
Scene123: One Prompt to 3D Scene Generation via Video-Assisted and Consistency-Enhanced MAE Yiying Yang Fukun Yin Jiayuan Fan Xin Chen Wanzhang Li Gang Yu VGen 52 1 0 10 Aug 2024
Pretrained-Guided Conditional Diffusion Models for Microbiome Data Analysis Xinyuan Shi Fangfang Zhu Wenwen Min 18 0 0 10 Aug 2024
Instruction Tuning-free Visual Token Complement for Multimodal LLMs Dongsheng Wang Jiequan Cui Miaoge Li Wang Lin Bo Chen Hanwang Zhang MLLM 34 3 0 09 Aug 2024
FlowDreamer: exploring high fidelity text-to-3D generation via rectified flow Hangyu Li Xiangxiang Chu Dingyuan Shi Lin Wang 58 3 0 09 Aug 2024
Adversarially Robust Industrial Anomaly Detection Through Diffusion Model Yuanpu Cao Lu Lin Jinghui Chen DiffM 26 1 0 09 Aug 2024
Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics Ruining Li Chuanxia Zheng Christian Rupprecht Andrea Vedaldi DiffM VGen 42 9 0 08 Aug 2024
Connective Viewpoints of Signal-to-Noise Diffusion Models Khanh Doan L. Vuong Tuan Nguyen Anh Tuan Bui Quyen Tran Thanh-Toan Do Dinh Q. Phung Trung Le DiffM 28 0 0 08 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 44 6 0 08 Aug 2024
Flexible Bayesian Last Layer Models Using Implicit Priors and Diffusion Posterior Sampling Jian Xu Zhiqi Lin Shigui Li Min Chen Junmei Yang Delu Zeng John Paisley BDL 28 0 0 07 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization K. T. Pham Jingye Chen Qifeng Chen DiffM 48 0 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 58 17 0 06 Aug 2024
Multitask and Multimodal Neural Tuning for Large Models Hao Sun Yu Song Jihong Hu Yen-Wei Chen Lanfen Lin VLM 27 0 0 06 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 43 5 0 06 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 81 3 0 05 Aug 2024
RCDM: Enabling Robustness for Conditional Diffusion Model Weifeng Xu Xiang Zhu Xiaoyong Li AAML 25 0 0 05 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 47 22 0 05 Aug 2024
ProCreate, Don't Reproduce! Propulsive Energy Diffusion for Creative Generation Jack Lu Ryan Teehan Mengye Ren DiffM 31 3 0 05 Aug 2024
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance Aoming Liu Zhong Li Zhang Chen Nannan Li Yinghao Xu Bryan A. Plummer 42 4 0 04 Aug 2024
DDIM Redux: Mathematical Foundation and Some Extension Manhyung Han DiffM 32 0 0 03 Aug 2024
Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference Hengrui Cai Huaqing Jin Lexin Li 36 1 0 02 Aug 2024
Adaptive Planning with Generative Models under Uncertainty Pascal Jutras-Dubé Ruqi Zhang Aniket Bera 38 2 0 02 Aug 2024
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation Linhan Xia Chen Tang Lingfeng Sun Simone Rossi Yichen Xie ... T. Hannagan Stefano Sabatini Nicola Poerio Seon-Phil Jeong Wei Zhan 27 5 0 01 Aug 2024
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention Mengkang Hu DiffM 51 8 0 01 Aug 2024
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement Mark Boss Zixuan Huang Aaryaman Vasishta Varun Jampani 3DGS 82 31 0 01 Aug 2024
Reenact Anything: Semantic Video Motion Transfer Using Motion-Textual Inversion Monika Zimmermann Jacek Naruniec Christopher Schroers Markus Gross Romann M. Weber VGen DiffM 48 4 0 01 Aug 2024
Towards Reliable Advertising Image Generation Using Human Feedback Thorben Werner Wei Feng Haohan Wang Yaoyu Li Jingsen Wang ... Maximilian Stubbemann Junsheng Jin Lars Schmidt-Thieme Zhangang Lin Jingping Shao 50 3 0 01 Aug 2024
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 68 8 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 37 4 0 31 Jul 2024
TASI Lectures on Physics for Machine Learning Jim Halverson 38 1 0 31 Jul 2024
Fine-gained Zero-shot Video Sampling Dengsheng Chen Jie Hu Javier Segovia-Aguas Enhua Wu VGen DiffM 44 0 0 31 Jul 2024
Big Cooperative Learning Yulai Cong AI4CE 44 0 0 31 Jul 2024