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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"

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Title
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing Jeongsol Kim Yeobin Hong Jong Chul Ye 13 0 0 29 May 2025
Autoregressive Meta-Actions for Unified Controllable Trajectory Generation Jianbo Zhao Taiyu Ban Xiyang Wang Qibin Zhou Hangning Zhou Zhihao Liu Mu Yang Lei Liu Bin Li 59 0 0 29 May 2025
EquiReg: Equivariance Regularized Diffusion for Inverse Problems Bahareh Tolooshams Aditi Chandrashekar Rayhan Zirvi Abbas Mammadov Jiachen Yao Chuwei Wang Anima Anandkumar DiffM 51 0 0 29 May 2025
MAGREF: Masked Guidance for Any-Reference Video Generation Yufan Deng Xun Guo Yuanyang Yin Jacob Zhiyuan Fang Yiding Yang ... Shenghai Yuan Angtian Wang Bo Liu Haibin Huang Chongyang Ma DiffM VGen VOS 81 1 0 29 May 2025
Optimization-Free Diffusion Model -- A Perturbation Theory Approach Y. Khoo Mathias Oster Yifan Peng DiffM 29 0 0 29 May 2025
Enhanced DACER Algorithm with High Diffusion Efficiency Yinuo Wang Mining Tan Wenjun Zou Haotian Lin Xujie Song ... Guojian Zhan Tianze Zhu Shiqi Liu Jingliang Duan Shengbo Eben Li DiffM 62 0 0 29 May 2025
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data Lingkai Kong Haichuan Wang Tonghan Wang Guojun Xiong Milind Tambe OffRL 38 0 0 29 May 2025
Normalizing Flows are Capable Models for RL Raj Ghugare Benjamin Eysenbach OffRL AI4CE 66 0 0 29 May 2025
Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering Sixian Wang Zhiwei Tang Tsung-Hui Chang DiffM 12 0 0 29 May 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 38 0 0 29 May 2025
Anomalies by Synthesis: Anomaly Detection using Generative Diffusion Models for Off-Road Navigation Siddharth Ancha Sunshine Jiang Travis Manderson Laura Brandt Yilun Du Philip R. Osteen Nicholas Roy 264 0 0 28 May 2025
Test-Time Alignment of Discrete Diffusion Models with Sequential Monte Carlo Chinmay Pani Zijing Ou Yingzhen Li DiffM 52 0 0 28 May 2025
Versatile Cardiovascular Signal Generation with a Unified Diffusion Transformer Zehua Chen Yuyang Miao L. Wang Luyun Fan Danilo Mandic Jun Zhu DiffM MedIm 40 0 0 28 May 2025
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models Jipeng Li Yanning Shen DiffM AI4CE 27 0 0 28 May 2025
FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators Guy Moss Leah Sophie Muhle R. Drews Jakob H Macke Cornelius Schroder 42 0 0 28 May 2025
What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? Jinhong Ni Chang-Bin Zhang Qiang Zhang Jing Zhang MDE 48 1 0 28 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Jian Yang 48 0 0 28 May 2025
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective Zhengyu Fang Zhimeng Jiang Huiyuan Chen Xiaoge Zhang Kaiyu Tang Xiao Li Jing Li TDI 61 0 0 28 May 2025
Scaling Offline RL via Efficient and Expressive Shortcut Models Nicolas Espinosa-Dice Yiyi Zhang Yiding Chen Bradley Guo Owen Oertell Gokul Swamy Kianté Brantley Wen Sun OffRL LRM 67 0 0 28 May 2025
High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models Tristan S. W. Stevens Oisin Nolan Oudom Somphone Jean-Luc Robert Ruud J. G. van Sloun 35 0 0 28 May 2025
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics Siyeop Yoon Sifan Song Pengfei Jin Matthew Tivnan Y. Oh Sekeun Kim Dufan Wu Xiang Li Quanzheng Li MedIm 7 0 0 28 May 2025
BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models Susan Liang Dejan Marković I. D. Gebru Steven Krenn Todd Keebler Jacob Sandakly Frank Yu Samuel Hassel Chenliang Xu Alexander Richard 42 0 0 28 May 2025
ObjectClear: Complete Object Removal via Object-Effect Attention Jixin Zhao Shangchen Zhou Zhouxia Wang Peiqing Yang Chen Change Loy DiffM 54 0 0 28 May 2025
How Do Diffusion Models Improve Adversarial Robustness? Liu Yuezhang Xue-Xin Wei 294 0 0 28 May 2025
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Junqi Zhao Jinzheng Zhao Haohe Liu Yun Chen Lu Han Xubo Liu Mark D. Plumbley Wenwu Wang DiffM 29 0 0 28 May 2025
SDPO: Importance-Sampled Direct Preference Optimization for Stable Diffusion Training Xiaomeng Yang Zhiyu Tan Junyan Wang Zhijian Zhou Hao Li 67 0 0 28 May 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li T. Ge Bo Zheng Limin Wang DiffM 119 0 0 27 May 2025
Unveiling Impact of Frequency Components on Membership Inference Attacks for Diffusion Models Puwei Lian Yujun Cai Songze Li 76 0 0 27 May 2025
Learning Single Index Models with Diffusion Priors Anqi Tang Youming Chen Shuchen Xue Zhaoqiang Liu DiffM 74 0 0 27 May 2025
Diffusion Model-based Activity Completion for AI Motion Capture from Videos Gao Huayu Huang Tengjiu Ye Xiaolong Tsuyoshi Okita DiffM VGen 12 0 0 27 May 2025
Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals V. Wang Tinghuai Wang Joni Pajarinen BDL 20 0 0 27 May 2025
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion Max Collins Jordan Vice T. French Ajmal Mian DiffM 48 0 0 27 May 2025
G-DReaM: Graph-conditioned Diffusion Retargeting across Multiple Embodiments Zhefeng Cao Ben Liu S. Li Wei Zhang Hua Chen DiffM 104 0 0 27 May 2025
Efficient Controllable Diffusion via Optimal Classifier Guidance Owen Oertell Shikun Sun Yiding Chen Jin Peng Zhou Zhiyong Wang Wen Sun 35 0 0 27 May 2025
Exploring Timeline Control for Facial Motion Generation Yifeng Ma Jinwei Qi Chaonan Ji Peng Zhang Bang Zhang Zhidong Deng Liefeng Bo VGen 11 0 0 27 May 2025
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 47 0 0 27 May 2025
Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt Xiang Zhu Yichen Liu Hezhong Li Jianyu Chen 105 0 0 27 May 2025
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling Xiangxin Zhou Mingyu Li Yi Xiao Jiahan Li Dongyu Xue Zaixiang Zheng Jianzhu Ma Quanquan Gu 54 1 0 27 May 2025
Generative Image Compression by Estimating Gradients of the Rate-variable Feature Distribution Minghao Han Weiyi You Jinhua Zhang Leheng Zhang Ce Zhu Shuhang Gu DiffM 33 0 0 27 May 2025
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang Xinran Li Jianing Ye Delin Qu Shuang Qiu Chongjie Zhang Xiu Li Chenjia Bai 39 0 0 27 May 2025
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance Badr Moufad Yazid Janati Alain Durmus Ahmed Ghorbel Eric Moulines Jimmy Olsson DiffM 59 0 0 27 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 49 0 0 27 May 2025
Empowering Vector Graphics with Consistently Arbitrary Viewing and View-dependent Visibility Yidi Li Jun Xiao Zhengda Lu Yiqun Wang Haiyong Jiang 3DGS 21 1 0 27 May 2025
Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion Jiaqi Guo S. Tapia Aggelos K. Katsaggelos DiffM MedIm 25 0 0 26 May 2025
Discrete Markov Bridge Hengli Li Yuxuan Wang Song-Chun Zhu Ying Nian Wu Zilong Zheng DiffM 61 0 0 26 May 2025
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement Afrah Shaahid Muzammil Behzad 11 0 0 26 May 2025
Long-Context State-Space Video World Models Ryan Po Yotam Nitzan Richard Zhang Berlin Chen Tri Dao Eli Shechtman Gordon Wetzstein Xun Huang 59 2 0 26 May 2025
On the Relation between Rectified Flows and Optimal Transport Johannes Hertrich Antonin Chambolle Julie Delon OT 21 0 0 26 May 2025
DiSA: Diffusion Step Annealing in Autoregressive Image Generation Qinyu Zhao Jaskirat Singh Ming Xu Akshay Asthana Stephen Gould Liang Zheng DiffM 59 0 0 26 May 2025
ART-DECO: Arbitrary Text Guidance for 3D Detailizer Construction Qimin Chen Yuezhi Yang Yifang Wang Vladimir G. Kim Siddhartha Chaudhuri Hao Zhang Zhiqin Chen DiffM 55 0 0 26 May 2025