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
Constrained Generative Modeling with Manually Bridged Diffusion Models Saeid Naderiparizi Xiaoxuan Liang Berend Zwartsenberg Frank Wood DiffM 67 0 0 27 Feb 2025
Identity-preserving Distillation Sampling by Fixed-Point Iterator SeonHwa Kim Jiwon Kim S. Park Donghoon Ahn Jiwon Kang Seungryong Kim Kyong Hwan Jin Eunju Cha 46 0 0 27 Feb 2025
Image Referenced Sketch Colorization Based on Animation Creation Workflow Dingkun Yan Xinrui Wang Zhuoru Li Suguru Saito Yusuke Iwasawa Y. Matsuo Jiaxian Guo DiffM 64 0 0 27 Feb 2025
Unifying Model Predictive Path Integral Control, Reinforcement Learning, and Diffusion Models for Optimal Control and Planning Yankai Li Mo Chen AI4CE 38 0 0 27 Feb 2025
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models Vu Tuan Truong Long Bao Le DiffM AAML 225 0 0 26 Feb 2025
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators Alberto Foresti Giulio Franzese Pietro Michiardi 82 0 0 26 Feb 2025
Optimal Stochastic Trace Estimation in Generative Modeling Xinyang Liu Hengrong Du Wei Deng Ruqi Zhang AI4TS 52 0 0 26 Feb 2025
DualSpec: Text-to-spatial-audio Generation via Dual-Spectrogram Guided Diffusion Model Lei Zhao Sizhou Chen Linfeng Feng Xiao-Lei Zhang Xuelong Li DiffM MDE 71 1 0 26 Feb 2025
On the Interpolation Effect of Score Smoothing Zhengdao Chen DiffM 83 0 0 26 Feb 2025
Training Consistency Models with Variational Noise Coupling Gianluigi Silvestri L. Ambrogioni Chieh-Hsin Lai Yuhta Takida Yuki Mitsufuji 90 2 0 25 Feb 2025
Diffusion Models for conditional MRI generation Miguel Herencia García del Castillo Ricardo Moya Garcia Manuel Jesús Cerezo Mazón Ekaitz Arriola Garcia Pablo Menéndez Fernández-Miranda MedIm 62 0 0 25 Feb 2025
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 75 0 0 25 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen J. Guo Xueqi Cheng BDL VLM 52 1 0 25 Feb 2025
Improved Diffusion-based Generative Model with Better Adversarial Robustness Zekun Wang Mingyang Yi Shuchen Xue Zhiyu Li Ming Liu Bing Qin Zhi-Ming Ma DiffM 42 0 0 24 Feb 2025
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation Trevine Oorloff Yaser Yacoob Abhinav Shrivastava 51 0 0 24 Feb 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 44 0 0 24 Feb 2025
Towards Hierarchical Rectified Flow Yichi Zhang Yici Yan A. Schwing Zhizhen Zhao 55 1 0 24 Feb 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen Jingkai Li Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 48 0 0 24 Feb 2025
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify Zhengqing Wang Jiacheng Chen Yasutaka Furukawa 69 5 0 24 Feb 2025
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization Tonghan Wang Yanchen Jiang David C. Parkes 84 0 0 24 Feb 2025
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization Taeyoung Yun Kiyoung Om Jaewoo Lee Sujin Yun Jinkyoo Park 58 1 0 24 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 47 0 0 24 Feb 2025
X-Dancer: Expressive Music to Human Dance Video Generation Zeyuan Chen Hongyi Xu Guoxian Song You Xie Chenxu Zhang Xiusi Chen Chao Wang Di Chang Linjie Luo VGen 43 0 0 24 Feb 2025
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang OT 83 0 0 24 Feb 2025
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation Yunhai Feng Jiaming Han Zhengyuan Yang Xiangyu Yue Sergey Levine Jianlan Luo LM&Ro 56 2 0 23 Feb 2025
DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories Hongzhe Cheng Tianyou Zheng Tianyi Zhang Matthew Johnson-Roberson Weiming Zhi DiffM 55 0 0 23 Feb 2025
On Computational Limits of FlowAR Models: Expressivity and Efficiency Chengyue Gong Yekun Ke Xiaoyu Li Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao Song 74 3 0 23 Feb 2025
USegMix: Unsupervised Segment Mix for Efficient Data Augmentation in Pathology Images Jiamu Wang Jin Tae Kwak MedIm 47 1 0 22 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 Feb 2025
3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation Hansheng Chen Bokui Shen Yulin Liu Ruoxi Shi Linqi Zhou Connor Z. Lin Jiayuan Gu H. Su Gordon Wetzstein Leonidas J. Guibas 94 1 0 21 Feb 2025
Mean-Shift Distillation for Diffusion Mode Seeking Vikas Thamizharasan Nikitas Chatzis Iliyan Georgiev Matthew Fisher Difan Liu Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 43 0 0 21 Feb 2025
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers Min Zhao Guande He Yixiao Chen Hongzhou Zhu Chong Li Jun Zhu VGen 69 6 0 21 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 73 7 0 21 Feb 2025
SMITE: Segment Me In TimE Amirhossein Alimohammadi Sauradip Nag Saeid Asgari Taghanaki Andrea Tagliasacchi Ghassan Hamarneh Ali Mahdavi-Amiri VLM VOS 161 2 0 20 Feb 2025
DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories Jean-Baptiste Bouvier Kanghyun Ryu Kartik Nagpal Qiayuan Liao K. Sreenath Negar Mehr 88 2 0 20 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 87 2 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 119 1 0 20 Feb 2025
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation Ziyan Wang Sizhe Wei Xiaoming Huo Hao Wang DiffM 102 0 0 20 Feb 2025
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design Masatoshi Uehara Xingyu Su Yulai Zhao Xiner Li Aviv Regev Shuiwang Ji Sergey Levine Tommaso Biancalani 58 1 0 20 Feb 2025
Conditional sampling within generative diffusion models Zheng Zhao Ziwei Luo Jens Sjölund Thomas B. Schon DiffM VLM 73 3 0 20 Feb 2025
FragFM: Efficient Fragment-Based Molecular Generation via Discrete Flow Matching Joongwon Lee Seonghwan Kim Wou Youn Kim 54 0 0 19 Feb 2025
Learning conformational ensembles of proteins based on backbone geometry Nicolas Wolf Leif Seute Vsevolod Viliuga Simon Wagner Jan Stühmer Frauke Gräter AI4CE 55 0 0 19 Feb 2025
Robust Optimization with Diffusion Models for Green Security Lingkai Kong Haichuan Wang Yuqi Pan Cheol Woo Kim Mingxiao Song Alayna Nguyen Tonghan Wang Haifeng Xu Milind Tambe 42 0 0 19 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Sihang Li Junfeng Fang Yaorui Shi Xuben Wang Kenji Kawaguchi Tat-Seng Chua 102 3 0 18 Feb 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 63 0 0 18 Feb 2025
Reward-Safety Balance in Offline Safe RL via Diffusion Regularization Junyu Guo Zhi Zheng Donghao Ying Ming Jin Shangding Gu C. Spanos Javad Lavaei OffRL 56 0 0 18 Feb 2025
Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression Jaemoon Lee Xiao Li Liangji Zhu Sanjay Ranka Anand Rangarajan DiffM 85 1 0 18 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 76 2 0 18 Feb 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models Tanqiu Jiang Changjiang Li Fenglong Ma Ting Wang 70 0 0 18 Feb 2025
Value Gradient Sampler: Sampling as Sequential Decision Making Sangwoong Yoon Himchan Hwang Hyeokju Jeong Dong Kyu Shin Che-Sang Park Sehee Kwon Frank C. Park 74 0 0 18 Feb 2025