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"

50 / 4,330 papers shown

Title
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 31 26 0 06 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model Taofeng Xie Chentao Cao Zhuoxu Cui Yu Guo Caiying Wu ... Dong Liang Qiyu Jin Hongwu Zeng Guoqing Chen Haifeng Wang DiffM MedIm 36 11 0 06 May 2023
The Role of Data Curation in Image Captioning Wenyan Li Jonas F. Lotz Chen Qiu Desmond Elliott DiffM 40 6 0 05 May 2023
Iterative $α$ -(de)Blending: a Minimalist Deterministic Diffusion Model Eric Heitz Laurent Belcour T. Chambon DiffM 17 36 0 05 May 2023
Controllable Visual-Tactile Synthesis Ruihan Gao Wenzhen Yuan Jun-Yan Zhu DiffM 27 6 0 04 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 39 54 0 04 May 2023
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI S. He Congcong Liu Chentao Cao Yuanyuan Liu Yaxiong Lei Qingyong Zhu Yanjie Zhu Haifeng Wang Dong Liang MedIm DiffM 26 2 0 04 May 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 209 312 0 03 May 2023
Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows Chao Du Tianbo Li Tianyu Pang Shuicheng Yan Min Lin DiffM BDL 56 12 0 03 May 2023
Multimodal Data Augmentation for Image Captioning using Diffusion Models Changrong Xiao S. Xu Kunpeng Zhang DiffM 34 10 0 03 May 2023
ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation Zehao Zhu Jiashun Wang Yuzhe Qin Deqing Sun Varun Jampani Xiaolong Wang DiffM 52 14 0 02 May 2023
Geometric Latent Diffusion Models for 3D Molecule Generation Minkai Xu Alexander Powers R. Dror Stefano Ermon J. Leskovec DiffM AI4CE 68 139 0 02 May 2023
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem Ruida Zhou C. Tian Tie Liu 54 3 0 01 May 2023
Diffusion Models for Time Series Applications: A Survey Lequan Lin Zhengkun Li Ruikun Li Xuliang Li Junbin Gao MedIm DiffM 39 65 0 01 May 2023
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 58 3 0 01 May 2023
Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis Shaoyan Pan Chih-Wei Chang Junbo Peng Jiahan Zhang Richard L. J. Qiu Tonghe Wang J. Roper Tian Liu H. Mao Xiaofeng Yang MedIm DiffM 27 21 0 28 Apr 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings Aram-Alexandre Pooladian Heli Ben-Hamu Carles Domingo-Enrich Brandon Amos Y. Lipman Ricky T. Q. Chen 65 128 0 28 Apr 2023
Learning a Diffusion Prior for NeRFs Guandao Yang Abhijit Kundu Leonidas J. Guibas Jonathan T. Barron Ben Poole DiffM 38 7 0 27 Apr 2023
Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation Eric Chen Sidhanth Holalkere Ruyu Yan Kai Zhang Abe Davis 24 5 0 26 Apr 2023
A mean-field games laboratory for generative modeling Benjamin J. Zhang Markos A. Katsoulakis 35 19 0 26 Apr 2023
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Shitong Shao Xiaohan Yuan Zhenming Huang Ziming Qiu Shuai Wang Kevin Zhou MedIm DiffM 19 8 0 26 Apr 2023
Score-based Generative Modeling Through Backward Stochastic Differential Equations: Inversion and Generation Zihao Wang DiffM 43 4 0 26 Apr 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images Zeyu Lu Di Huang Lei Bai Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 28 53 0 25 Apr 2023
Latent Traversals in Generative Models as Potential Flows Yue Song Andy Keller N. Sebe Max Welling DRL 41 10 0 25 Apr 2023
The Score-Difference Flow for Implicit Generative Modeling Romann M. Weber DiffM 36 2 0 25 Apr 2023
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning Cheng Lu Huayu Chen Jianfei Chen Hang Su Chongxuan Li Jun Zhu DiffM OffRL 27 59 0 25 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 37 9 0 25 Apr 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 43 99 0 25 Apr 2023
GlyphDiffusion: Text Generation as Image Generation Junyi Li Wayne Xin Zhao J. Nie Ji-Rong Wen DiffM 33 2 0 25 Apr 2023
Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb DiffM 20 0 0 24 Apr 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 148 18 0 24 Apr 2023
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 87 88 0 23 Apr 2023
DiffVoice: Text-to-Speech with Latent Diffusion Zhijun Liu Yiwei Guo K. Yu DiffM 35 22 0 23 Apr 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model Yuanshao Zhu Yongchao Ye Shiyao Zhang Xiangyu Zhao James J. Q. Yu 48 40 0 23 Apr 2023
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis Yansong Gao Zhihong Pan Xiaoxia Zhou Le Kang Pratik Chaudhari DiffM 23 5 0 22 Apr 2023
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 15 8 0 22 Apr 2023
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 19 9 0 22 Apr 2023
Plug-and-Play split Gibbs sampler: embedding deep generative priors in Bayesian inference Florentin Coeurdoux N. Dobigeon P. Chainais 32 15 0 21 Apr 2023
Improved Diffusion-based Image Colorization via Piggybacked Models Hanyuan Liu Jinbo Xing M. Xie Chengze Li T. Wong VLM DiffM 19 18 0 21 Apr 2023
Balancing Simulation-based Inference for Conservative Posteriors Arnaud Delaunoy Benjamin Kurt Miller Patrick Forré Christoph Weniger Gilles Louppe 56 9 0 21 Apr 2023
Score-based Transport Modeling for Mean-Field Fokker-Planck Equations Jianfeng Lu Yue Wu Yang Xiang OT 33 10 0 21 Apr 2023
Persistently Trained, Diffusion-assisted Energy-based Models Xinwei Zhang Z. Tan Zhijian Ou DiffM 25 2 0 21 Apr 2023
Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models Jason J. Yu Fereshteh Forghani Konstantinos G. Derpanis Marcus A. Brubaker DiffM 42 45 0 21 Apr 2023
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies Philippe Hansen-Estruch Ilya Kostrikov Michael Janner J. Kuba Sergey Levine OffRL 34 130 0 20 Apr 2023
Farm3D: Learning Articulated 3D Animals by Distilling 2D Diffusion Tomas Jakab Ruining Li Shangzhe Wu Christian Rupprecht Andrea Vedaldi 34 29 0 20 Apr 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 52 104 0 20 Apr 2023
Diffusion-based Generative AI for Exploring Transition States from 2D Molecular Graphs Seonghwan Kim Jeheon Woo Woo Youn Kim DiffM 53 25 0 20 Apr 2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim Bradley Brown K. Yin Karsten Kreis Katja Schwarz Daiqing Li Robin Rombach Antonio Torralba Sanja Fidler VGen 38 62 0 19 Apr 2023
Generative modeling of time-dependent densities via optimal transport and projection pursuit Jonah Botvinick-Greenhouse Yunan Yang R. Maulik OT 16 3 0 19 Apr 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review Ravid Shwartz-Ziv Yann LeCun SSL 40 72 0 19 Apr 2023