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 / 4,341 papers shown

Title
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 31 25 0 27 May 2023
Functional Flow Matching Gavin Kerrigan Giosue Migliorini Padhraic Smyth 50 14 0 26 May 2023
Flow Matching for Scalable Simulation-Based Inference Maximilian Dax J. Wildberger Simon Buchholz Stephen R. Green Jakob H. Macke Bernhard Schölkopf 39 50 0 26 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 32 40 0 26 May 2023
ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond Min Zhao Rongzheng Wang Fan Bao Chongxuan Li Jun Zhu VGen DiffM 21 4 0 26 May 2023
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization Fei Kong Jinhao Duan Ruipeng Ma Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu DiffM 36 30 0 26 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 44 20 0 26 May 2023
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models Sohyun An Hayeon Lee Jaehyeong Jo Seanie Lee Sung Ju Hwang DiffM 31 10 0 26 May 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography Jiwen Yu Xuanyu Zhang You-song Xu Jian Zhang DiffM 58 45 0 26 May 2023
Neural modeling of magnetic tape recorders Otto Mikkonen Alec Wright Eloi Moliner Vesa Valimaki 32 3 0 26 May 2023
Error Bounds for Flow Matching Methods Joe Benton George Deligiannidis Arnaud Doucet DiffM 46 33 0 26 May 2023
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models Daiki Miyake Akihiro Iohara Yuriko Saito Toshiyuki Tanaka DiffM 21 114 0 26 May 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters Maxence Noble Valentin De Bortoli Arnaud Doucet Alain Durmus DiffM OT 52 7 0 26 May 2023
A Score-Based Model for Learning Neural Wavefunctions Xuan Zhang Shenglong Xu Shuiwang Ji DiffM 42 1 0 25 May 2023
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification Nuojin Cheng Osman Asif Malik Subhayan De Stephen Becker Alireza Doostan 40 9 0 25 May 2023
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability Haotian Xue Alexandre Araujo Bin Hu Yongxin Chen DiffM 64 43 0 25 May 2023
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models Shihao Zhao Dongdong Chen Yen-Chun Chen Jianmin Bao Shaozhe Hao Lu Yuan Kwan-Yee K. Wong 75 240 0 25 May 2023
Parallel Sampling of Diffusion Models Andy Shih Suneel Belkhale Stefano Ermon Dorsa Sadigh Nima Anari DiffM 57 51 0 25 May 2023
Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance Congyue Deng Jiahui Lei Bokui Shen Kostas Daniilidis Leonidas Guibas 3DPC 50 18 0 25 May 2023
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos Matthew Chang Aditya Prakash Saurabh Gupta DiffM 50 17 0 25 May 2023
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion Guangyao Zhai Evin Pınar Örnek Shun-cheng Wu Yan Di F. Tombari Nassir Navab Benjamin Busam DiffM 40 12 0 25 May 2023
Non-adversarial training of Neural SDEs with signature kernel scores Zacharia Issa Blanka Horvath M. Lemercier C. Salvi AI4TS 69 25 0 25 May 2023
UDPM: Upsampling Diffusion Probabilistic Models Shady Abu Hussein Raja Giryes DiffM 64 1 0 25 May 2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models Andrew Campbell William Harvey Christian D. Weilbach Valentin De Bortoli Tom Rainforth Arnaud Doucet DiffM 58 11 0 25 May 2023
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation Zhengyi Wang Cheng Lu Yikai Wang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 91 827 0 25 May 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models Jean-Yves Franceschi Mike Gartrell Ludovic Dos Santos Thibaut Issenhuth Emmanuel de Bezenac Mickaël Chen A. Rakotomamonjy DiffM 25 22 0 25 May 2023
Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score Shuhai Zhang Feng Liu Jiahao Yang Yifan Yang Changsheng Li Bo Han Mingkui Tan DiffM AAML 42 17 0 25 May 2023
Anomaly Detection with Conditioned Denoising Diffusion Models Arian Mousakhan Thomas Brox Jawad Tayyub DiffM 26 49 0 25 May 2023
Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3) Tsu-Ching Hsiao Haoming Chen Hsuan-Kung Yang Chun-Yi Lee DiffM 30 7 0 25 May 2023
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion Haram Choi Sang-Hoon Lee Seong-Whan Lee DiffM 23 27 0 25 May 2023
Differentially Private Latent Diffusion Models Saiyue Lyu Michael F. Liu Margarita Vinaroz Mijung Park 41 24 0 25 May 2023
Efficient Neural Music Generation Max W. Y. Lam Qiao Tian Tang-Chun Li Zongyu Yin Siyuan Feng ... Mingbo Ma Xuchen Song Jitong Chen Yuping Wang Yuxuan Wang DiffM MGen 34 49 0 25 May 2023
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition Dongnan Gui Kai Chen Haisong Ding Qiang Huo VLM DiffM 40 14 0 25 May 2023
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models Z. Y. Wan Ricardo Baptista Yi-fan Chen John R. Anderson Anudhyan Boral Fei Sha Leonardo Zepeda-Núñez DiffM 52 24 0 24 May 2023
Manifold Diffusion Fields Ahmed A. A. Elhag Yuyang Wang J. Susskind Miguel Angel Bautista DiffM AI4CE 41 6 0 24 May 2023
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps Mingxiao Li Tingyu Qu Ruicong Yao Wei Sun Marie-Francine Moens DiffM 47 40 0 24 May 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Yi Ma Huan Yang Wenhan Yang Jianlong Fu Jiaying Liu DiffM 32 7 0 24 May 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 90 59 0 24 May 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 53 57 0 24 May 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 48 19 0 24 May 2023
On the Generalization of Diffusion Model Mingyang Yi Jiacheng Sun Zhenguo Li 35 18 0 24 May 2023
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities Kangfu Mei Mo Zhou Vishal M. Patel DiffM 49 1 0 24 May 2023
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video Generation Susung Hong Junyoung Seo Heeseong Shin Sung‐Jin Hong Seung Wook Kim DiffM VGen 36 35 0 23 May 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez N. Fernández T. Tran Elies Gherbi H. Hajri N. Masmoudi DiffM 55 23 0 23 May 2023
Improved Convergence of Score-Based Diffusion Models via Prediction-Correction Francesco Pedrotti J. Maas Marco Mondelli DiffM 47 14 0 23 May 2023
ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models Minki Kang Wooseok Han Sung Ju Hwang Eunho Yang DiffM 46 18 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 51 38 0 23 May 2023
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge Zhibin Qiu Mengfan Fu Gang Hua G. Altenbek Hao Huang DiffM 54 4 0 23 May 2023
DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models Lijun Li Lian Zhuo Bangze Zhang Liefeng Bo Chen Chen 51 5 0 23 May 2023
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa DiffM 34 31 0 23 May 2023