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
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-man Cheung Min Lin WIGM 35 115 0 17 Mar 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model Gang Liu Eric Inae Tong Zhao Jiaxin Xu Te Luo Meng Jiang DiffM 31 23 0 17 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 53 20 0 17 Mar 2023
Discovering mesoscopic descriptions of collective movement with neural stochastic modelling Utkarsh Pratiush Arshed Nabeel Vishwesha Guttal A. Prathosh 32 1 0 17 Mar 2023
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model Jiwen Yu Yinhuai Wang Chen Zhao Guohao Li Jian Zhang DiffM 44 169 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 38 71 0 17 Mar 2023
Diffusing the Optimal Topology: A Generative Optimization Approach Giorgio Giannone Faez Ahmed DiffM AI4CE 19 10 0 17 Mar 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy Tiankai Hang Shuyang Gu Chen Li Jianmin Bao Dong Chen Han Hu Xin Geng B. Guo 33 151 0 16 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models Duolikun Danier Fan Zhang David Bull DiffM VGen 35 49 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 34 199 0 16 Mar 2023
Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation Yi Ma Huan Yang Wenjing Wang Jianlong Fu Jiaying Liu 25 65 0 16 Mar 2023
Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation Lingting Zhu Xian Liu Xuanyu Liu Rui Qian Ziwei Liu Lequan Yu 38 116 0 16 Mar 2023
Robust Evaluation of Diffusion-Based Adversarial Purification M. Lee Dongwoo Kim 34 56 0 16 Mar 2023
Generalized Score Matching Jiazhen Xu J. Scealy A. Wood Tao Zou 25 0 0 15 Mar 2023
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels J. Cross-Zamirski P. Anand Guy B. Williams E. Mouchet Yinhai Wang Carola-Bibiane Schönlieb VLM DiffM MedIm 14 8 0 15 Mar 2023
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden DiffM 257 271 0 15 Mar 2023
Highly Personalized Text Embedding for Image Manipulation by Stable Diffusion Inhwa Han Serin Yang Taesung Kwon Jong Chul Ye DiffM 31 36 0 15 Mar 2023
Speech Signal Improvement Using Causal Generative Diffusion Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Tal Peer Timo Gerkmann DiffM 23 4 0 15 Mar 2023
The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models H. M. Dolatabadi S. Erfani C. Leckie DiffM 54 17 0 15 Mar 2023
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Suhyeon Lee Hyungjin Chung Minyoung Park Jonghyuk Park Wi-Sun Ryu J. C. Ye DiffM MedIm 27 44 0 15 Mar 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 309 0 15 Mar 2023
MeshDiffusion: Score-based Generative 3D Mesh Modeling Zhen Liu Yao Feng Michael J. Black Derek Nowrouzezahrai Liam Paull Wei-yu Liu DiffM 36 151 0 14 Mar 2023
Interpretable ODE-style Generative Diffusion Model via Force Field Construction Weiyang Jin Yongpei Zhu Yuxi Peng DiffM 28 0 0 14 Mar 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency Chaehun Shin Heeseung Kim Che Hyun Lee Sang-gil Lee Sung-Hoon Yoon DiffM VGen 111 51 0 14 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 46 136 0 14 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 51 267 0 14 Mar 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Yuanzhi Zhu Jiangshe Zhang Shuang Xu Yulun Zhang Kaixuan Zhang Deyu Meng Radu Timofte Luc Van Gool DiffM MedIm 43 138 0 13 Mar 2023
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration Yuchun Miao Lefei Zhang Lefei Zhang Dacheng Tao DiffM 29 37 0 12 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 207 151 0 12 Mar 2023
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image Zhucheng Shao Liuxi Dai Yifeng Wang Haoqian Wang Yongbing Zhang MedIm DiffM 197 0 0 11 Mar 2023
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions L. Bogensperger Dominik Narnhofer Filip Ilic Thomas Pock DiffM MedIm 19 8 0 10 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 26 21 0 10 Mar 2023
Distribution Preserving Source Separation With Time Frequency Predictive Models Pedro J. Villasana T J. Klejsa Lars Villemoes P. Hedelin 27 2 0 10 Mar 2023
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets Weixin Chen D. Song Yue Liu DiffM 39 76 0 10 Mar 2023
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems Hyungjin Chung Suhyeon Lee Jong Chul Ye DiffM MedIm 38 65 0 10 Mar 2023
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models Hongyi Yuan Songchi Zhou Sheng Yu DiffM MedIm 37 16 0 10 Mar 2023
Learning Stationary Markov Processes with Contrastive Adjustment L. Bergenstråhle J. Lagergren J. Lundeberg BDL 22 0 0 09 Mar 2023
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics Matthew Leigh Debasish Sengupta Guillaume Quétant J. A. Raine K. Zoch T. Golling DiffM 45 46 0 09 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 111 122 0 09 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 48 68 0 09 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 223 321 0 08 Mar 2023
Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation Paul Hagemann Sophie Mildenberger Lars Ruthotto Gabriele Steidl Ni Yang DiffM 55 23 0 08 Mar 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition Cindy M. Nguyen E. R. Chan Alexander W. Bergman Gordon Wetzstein DiffM 87 20 0 07 Mar 2023
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation David Berthelot Arnaud Autef Jierui Lin Dian Ang Yap Shuangfei Zhai Siyuan Hu Daniel Zheng Walter Talbot Eric Gu DiffM 36 83 0 07 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 40 514 0 07 Mar 2023
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles Zhiwei Tang Dmitry Rybin Tsung-Hui Chang ALM DiffM 44 26 0 07 Mar 2023
Generative Modeling with Flow-Guided Density Ratio Learning Alvin Heng Abdul Fatir Ansari Harold Soh 25 1 0 07 Mar 2023
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers Sitan Chen Giannis Daras A. Dimakis DiffM 28 62 0 06 Mar 2023
StyO: Stylize Your Face in Only One-Shot Bonan li Zicheng Zhang Xuecheng Nie Congying Han Yinhan Hu Tiande Guo DiffM 41 6 0 06 Mar 2023
Guiding Energy-based Models via Contrastive Latent Variables Hankook Lee Jongheon Jeong Sejun Park Jinwoo Shin BDL 36 14 0 06 Mar 2023