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
A Diffusion Model Translator for Efficient Image-to-Image Translation Mengfei Xia Yu Zhou Ran Yi Yong-Jin Liu Wenping Wang VLM 72 11 0 01 Feb 2025
Beyond Fixed Horizons: A Theoretical Framework for Adaptive Denoising Diffusions Soren Christensen C. Strauch Lukas Trottner DiffM 108 0 0 31 Jan 2025
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping Pu Yang Yunzhen Feng Ziyuan Chen Yuhang Wu Zhuoyuan Li DiffM 101 0 0 31 Jan 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu Xiyan Cai Jiahui Geng Xingtong Ge Dailan He Ming Sun Jingjing Liu Y. Zhang Jian Li Yan Wang DiffM 120 3 0 31 Jan 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 63 0 0 31 Jan 2025
Solving Inverse Problems using Diffusion with Iterative Colored Renoising Matt C. Bendel S. K. Shastri Rizwan Ahmad P. Schniter DiffM 42 0 0 29 Jan 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 76 7 0 28 Jan 2025
Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths Yueyang Wang Kejun Tang Xili Wang Xiaoliang Wan Weiqing Ren Chao Yang 40 0 0 28 Jan 2025
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images Sichen Zhu Yuchen Zhu Molei Tao Peng-Chao Qiu MedIm 39 1 0 28 Jan 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 57 0 0 28 Jan 2025
Disentanglement Analysis in Deep Latent Variable Models Matching Aggregate Posterior Distributions Surojit Saha Sarang Joshi Ross T. Whitaker DRL 82 1 0 28 Jan 2025
Efficiently Parameterized Neural Metriplectic Systems Anthony Gruber Kookjin Lee Haksoo Lim Noseong Park Nathaniel Trask 68 2 0 28 Jan 2025
Gradient Networks Shreyas Chaudhari Srinivasa Pranav J. M. F. Moura 58 0 0 28 Jan 2025
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings Hossein Mirzaei Mackenzie W. Mathis OODD AAML 50 5 0 28 Jan 2025
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes Tim Broedermann Daniel Gehrig Yuqian Fu Luc Van Gool 62 7 0 28 Jan 2025
Turn That Frown Upside Down: FaceID Customization via Cross-Training Data Shuhe Wang Xiaoya Li Xiaofei Sun G. Wang Tianwei Zhang Jiwei Li Eduard H. Hovy 38 0 0 28 Jan 2025
Group Ligands Docking to Protein Pockets Jiaqi Guan Jiahan Li Xiangxin Zhou Xingang Peng Sheng Wang Yunan Luo Jian-wei Peng Jianzhu Ma 52 0 0 28 Jan 2025
An analysis of the noise schedule for score-based generative models SU StanislasStrasman Antonio Ocello Claire Boyer Lpsm Sylvain Le Corff Lpsm Vincent Lemaire DiffM 103 5 0 28 Jan 2025
EDSep: An Effective Diffusion-Based Method for Speech Source Separation Jinwei Dong Xinsheng Wang Qirong Mao 63 0 0 28 Jan 2025
CE-SDWV: Effective and Efficient Concept Erasure for Text-to-Image Diffusion Models via a Semantic-Driven Word Vocabulary Jiahang Tu Qian Feng Chufan Chen Jiahua Dong Hanbin Zhao Chao Zhang Hui Qian 72 2 0 28 Jan 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng Ruiming Liang Kexin Zheng Jinliang Zheng Liyuan Mao ... Weihao Gu Rui Ai Shengbo Eben Li Xianyuan Zhan Jingjing Liu 71 6 0 26 Jan 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 36 1 0 24 Jan 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 53 0 0 23 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 64 13 0 23 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You Pier Luigi Dragotti DiffM 40 2 0 23 Jan 2025
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models Xintong Duan Yutong He Fahim Tajwar Wen-Tse Chen Ruslan Salakhutdinov Jeff Schneider OffRL AI4CE 101 0 0 22 Jan 2025
Robust Representation Consistency Model via Contrastive Denoising Jiachen Lei Julius Berner Jiongxiao Wang Zhongzhu Chen Zhongjia Ba Kui Ren Jun Zhu Anima Anandkumar DiffM 84 0 0 22 Jan 2025
Sequential Change Point Detection via Denoising Score Matching Wenbin Zhou Liyan Xie Zhigang Peng Shixiang Zhu 40 0 0 22 Jan 2025
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models Wang Pang Zhihao Zhan Xiang Zhu Yechao Bai DiffM 83 1 0 22 Jan 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 45 0 0 20 Jan 2025
Nested Annealed Training Scheme for Generative Adversarial Networks Chang Wan Ming-Hsuan Yang Minglu Li Yunliang Jiang Zhonglong Zheng GAN 43 0 0 20 Jan 2025
PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery Shristi Das Biswas Matthew Shreve Xuelu Li Prateek Singhal Kaushik Roy DiffM 44 1 0 20 Jan 2025
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation Alex Berian Daniel Brignac JhihYang Wu Natnael Daba Abhijit Mahalanobis DiffM 57 1 0 20 Jan 2025
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation Jaekwon Im Juhan Nam DiffM 45 0 0 18 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 97 1 0 17 Jan 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 76 14 0 17 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 66 16 0 17 Jan 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 81 2 0 17 Jan 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Zehao Wang Arnaud Doucet Michalis K. Titsias DiffM 87 63 0 17 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion Li Liang Naveed Akhtar J. Vice Xiangrui Kong Ajmal Mian 55 1 0 13 Jan 2025
Breaking Memory Limits: Gradient Wavelet Transform Enhances LLMs Training Ziqing Wen Ping Luo Jun Wang Xiaoge Deng Jinping Zou Kun Yuan Tao Sun Dongsheng Li CLL 39 0 0 13 Jan 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 59 2 0 13 Jan 2025
Neural equilibria for long-term prediction of nonlinear conservation laws Jose Antonio Lara Benitez Junyi Guo Kareem Hegazy Ivan Dokmanić Michael W. Mahoney Maarten V. de Hoop 38 0 0 12 Jan 2025
Understanding and Mitigating Membership Inference Risks of Neural Ordinary Differential Equations Sanghyun Hong Fan Wu A. Gruber Kookjin Lee 47 0 0 12 Jan 2025
MEt3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim Christopher Wewer Thomas Wimmer Bernt Schiele J. E. Lenssen EGVM 3DGS VGen 51 7 0 10 Jan 2025
From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training Julius Berner Lorenz Richter Marcin Sendera Jarrid Rector-Brooks Nikolay Malkin OffRL 65 3 0 10 Jan 2025
Conditional Diffusion Model for Electrical Impedance Tomography Duanpeng Shi Wendong Zheng Di Guo Huaping Liu DiffM MedIm 210 2 0 10 Jan 2025
Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation Minxing Luo Zixun Xia L. Chen Zhenhang Li Weichao Zeng Jize Wang Wentao Cheng Yaxing Wang Yu Zhou Jian Yang DiffM 52 1 0 10 Jan 2025
TextToucher: Fine-Grained Text-to-Touch Generation Jiahang Tu Hao Fu Fengyu Yang Hanbin Zhao Chao Zhang Hui Qian VLM DiffM 83 9 0 10 Jan 2025