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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
Efficient Training-Free High-Resolution Synthesis with Energy Rectification in Diffusion Models Zhen Yang Guibao Shen Liang Hou Mushui Liu Luozhou Wang Xin Tao Pengfei Wan Di Zhang Di Zhang Ying-Cong Chen DiffM 115 1 0 04 Mar 2025
Multi-agent Auto-Bidding with Latent Graph Diffusion Models Dom Huh P. Mohapatra DiffM AI4CE 104 0 0 04 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 110 3 0 04 Mar 2025
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning Zhun Mou Bin Xia Zhengchao Huang Wenming Yang Jiaya Jia VGen ELM LRM 107 1 0 04 Mar 2025
Generative assimilation and prediction for weather and climate Steve Yang Congyi Nai Xinyan Liu W. Li Jie Chao ... Bo Lu Ziniu Xiao Niklas Boers Huiling Yuan Baoxiang Pan AI4CE 138 2 0 04 Mar 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios Mohammad Rafid Ul Islam Prasad Tadepalli Alan Fern 60 0 0 03 Mar 2025
FlowDec: A flow-based full-band general audio codec with high perceptual quality Simon Welker Matthew Le Ricky T. Q. Chen Wei-Ning Hsu Timo Gerkmann Alexander Richard Yi-Chiao Wu 93 1 0 03 Mar 2025
ToLo: A Two-Stage, Training-Free Layout-To-Image Generation Framework For High-Overlap Layouts Linhao Huang Jing Yu DiffM 85 0 0 03 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 77 2 0 03 Mar 2025
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning Anh Tong Thanh Nguyen-Tang Dongeun Lee Duc Nguyen Toan M. Tran David Hall Cheongwoong Kang Jaesik Choi 145 1 0 03 Mar 2025
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting Mojtaba Safari Shansong Wang Zach Eidex Qiang Li Erik H. Middlebrooks D. Yu Xiaofeng Yang MedIm 139 1 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Zhenting Wang Yang Zou Zhaoyu Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 114 2 0 03 Mar 2025
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS Seunghoi Kim Henry F. J. Tregidgo Matteo Figini Chen Jin Sarang Joshi Daniel C. Alexander MedIm 82 0 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 147 3 0 03 Mar 2025
Diffusion Stabilizer Policy for Automated Surgical Robot Manipulations Chonlam Ho Jianshu Hu Haoran Wang Qi Dou Yutong Ban MedIm 127 1 0 03 Mar 2025
DPR: Diffusion Preference-based Reward for Offline Reinforcement Learning Teng Pang Bingzheng Wang Guoqiang Wu Yilong Yin OffRL 141 0 0 03 Mar 2025
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Jay Zhangjie Wu Yuxuan Zhang Haithem Turki Xuanchi Ren Jun Gao Mike Zheng Shou Sanja Fidler Zan Gojcic Huan Ling 432 7 0 03 Mar 2025
CoInD: Enabling Logical Compositions in Diffusion Models Sachit Gaudi Gautam Sreekumar Vishnu Boddeti CoGe 115 1 0 03 Mar 2025
Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting Rong Zhang Jun Wang Zhiwen Zuo Jianfeng Dong W. Li Chi-Yin Wang Wenyuan Xu Xun Wang DiffM 93 0 0 03 Mar 2025
Geodesic Diffusion Models for Medical Image-to-Image Generation Teng Zhang Hongxu Jiang Kuang Gong Wei Shao DiffM MedIm 57 0 0 02 Mar 2025
Data Unlearning in Diffusion Models Silas Alberti Kenan Hasanaliyev Manav Shah Stefano Ermon DiffM MU 64 3 0 02 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu Jianmin Wang Mingsheng Long DiffM AI4TS 139 2 0 02 Mar 2025
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations Yuezhi Yang Haitao Yang Kiyohiro Nakayama Xiangru Huang Leonidas Guibas Qixing Huang 62 0 0 02 Mar 2025
Proteina: Scaling Flow-based Protein Structure Generative Models Tomas Geffner Kieran Didi Zuobai Zhang Danny Reidenbach Zhonglin Cao ... Mario Geiger Christian Dallago E. Küçükbenli Arash Vahdat Karsten Kreis DiffM AI4CE 86 11 0 02 Mar 2025
End-To-End Learning of Gaussian Mixture Priors for Diffusion Sampler Denis Blessing Xiaogang Jia Gerhard Neumann DiffM 97 1 0 01 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 152 16 0 01 Mar 2025
Periodic Materials Generation using Text-Guided Joint Diffusion Model Kishalay Das Subhojyoti Khastagir Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly DiffM 61 2 0 01 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 493 0 0 01 Mar 2025
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement Boyi Kang Xinfa Zhu Zihan Zhang Zhen Ye Mingshuai Liu ... Jun Chen Longshuai Xiao Chao Weng Wei Xue Lei Xie AuLLM 165 3 0 01 Mar 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen Cheng Tan Yijie Zhang Zhangyang Gao Yufei Huang Haitao Lin Lirong Wu Fandi Wu Mathieu Blanchette Stan Z. Li AI4CE 76 1 0 01 Mar 2025
Falcon: Fast Visuomotor Policies via Partial Denoising Haojun Chen Minghao Liu Xiaojian Ma Zailin Ma Huimin Wu ... Yuanpei Chen Yifan Zhong Mingzhi Wang Qing Li Yaodong Yang VGen 141 1 0 01 Mar 2025
Generative Uncertainty in Diffusion Models Metod Jazbec Eliot Wong-Toi Guoxuan Xia Dan Zhang Eric T. Nalisnick Stephan Mandt DiffM 124 1 0 28 Feb 2025
Unified Video Action Model Shuang Li Yihuai Gao Dorsa Sadigh Shuran Song VGen 151 8 0 28 Feb 2025
A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images Zineb Sordo Eric Chagnon Daniela Ushizima EGVM MedIm 166 1 0 28 Feb 2025
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature Bernardo Williams Hanlin Yu Hoang Phuc Hau Luu Georgios Arvanitidis Arto Klami 101 0 0 28 Feb 2025
DiffBrush:Just Painting the Art by Your Hands Jiaming Chu Lei Jin Tao Wang Junliang Xing Jian-jun Zhao DiffM 68 0 0 28 Feb 2025
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition Xiao Lin Yanhua Huang Jianqing Xu Yuxi Mi Shuigeng Zhou Shouhong Ding 87 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 73 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 111 0 0 27 Feb 2025
Recent Advances on Generalizable Diffusion-generated Image Detection Qijie Xu Defang Chen Jiawei Chen Siwei Lyu C. Wang 152 1 0 27 Feb 2025
Tight Inversion: Image-Conditioned Inversion for Real Image Editing Edo Kadosh Nir Goren Or Patashnik Daniel Garibi Daniel Cohen-Or DiffM 114 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 97 0 0 27 Feb 2025
Constrained Generative Modeling with Manually Bridged Diffusion Models Saeid Naderiparizi Xiaoxuan Liang Berend Zwartsenberg Frank Wood DiffM 102 0 0 27 Feb 2025
On the Interpolation Effect of Score Smoothing Zhengdao Chen DiffM 145 1 0 26 Feb 2025
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators Alberto Foresti Giulio Franzese Pietro Michiardi 140 0 0 26 Feb 2025
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models Vu Tuan Truong Long Bao Le DiffM AAML 525 0 0 26 Feb 2025
Optimal Stochastic Trace Estimation in Generative Modeling Xinyang Liu Hengrong Du Wei Deng Ruqi Zhang AI4TS 93 0 0 26 Feb 2025
DualSpec: Text-to-spatial-audio Generation via Dual-Spectrogram Guided Diffusion Model Lei Zhao Sizhou Chen Linfeng Feng Ju Liu Xuelong Li Chi Zhang Xuelong Li DiffM MDE 108 1 0 26 Feb 2025
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 105 0 0 25 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen Jiafeng Guo Xueqi Cheng BDL VLM 168 2 0 25 Feb 2025