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 / 4,356 papers shown

Title
Video Diffusion Models with Local-Global Context Guidance Si-hang Yang Lu Zhang Yu Liu Zhizhuo Jiang You He VGen DiffM 19 13 0 05 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 72 26 0 05 Jun 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 36 61 0 04 Jun 2023
Detector Guidance for Multi-Object Text-to-Image Generation Luping Liu Zijian Zhang Yi Ren Rongjie Huang Xiang Yin Zhou Zhao DiffM 39 9 0 04 Jun 2023
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations Yu Cao Jingrun Chen Yixin Luo Xiaoping Zhou DiffM 62 8 0 03 Jun 2023
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting Salva Rühling Cachay Bo Zhao Hailey James Rose Yu DiffM AI4TS 39 60 0 03 Jun 2023
Invisible Image Watermarks Are Provably Removable Using Generative AI Xuandong Zhao Kexun Zhang Zihao Su Saastha Vasan Ilya Grishchenko Christopher Kruegel Giovanni Vigna Yu Wang Lei Li WIGM 48 50 0 02 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 53 79 0 02 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 35 27 0 02 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 29 5 0 02 Jun 2023
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis Nour Neifar A. Ben-Hamadou Afef Mdhaffar M. Jmaiel DiffM 54 9 0 02 Jun 2023
Video Colorization with Pre-trained Text-to-Image Diffusion Models Hanyuan Liu M. Xie Jinbo Xing Chengze Li T. Wong VLM DiffM 35 13 0 02 Jun 2023
GANs Settle Scores! Siddarth Asokan Nishanth Shetty Aadithya Srikanth C. Seelamantula 53 0 0 02 Jun 2023
PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models Jiacheng Chen Ruizhi Deng Yasutaka Furukawa DiffM 70 24 0 02 Jun 2023
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach Eloi Moliner Filip Elvander Vesa Valimaki DiffM 45 10 0 02 Jun 2023
Audio-Visual Speech Enhancement with Score-Based Generative Models Julius Richter Simone Frintrop Timo Gerkmann DiffM 39 10 0 02 Jun 2023
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting Mischa Dombrowski Bernhard Kainz DiffM 19 3 0 02 Jun 2023
Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models Virginia Fernandez Pedro Sanchez W. H. Pinaya Grzegorz Jacenków Sotirios A. Tsaftaris Jorge Cardoso 42 18 0 02 Jun 2023
White-Box Transformers via Sparse Rate Reduction Yaodong Yu Sam Buchanan Druv Pai Tianzhe Chu Ziyang Wu Shengbang Tong B. Haeffele Yi Ma ViT 57 81 0 01 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 49 246 0 01 Jun 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Yanyu Li Huan Wang Qing Jin Ju Hu Pavlo Chemerys Yun Fu Yanzhi Wang Sergey Tulyakov Jian Ren VLM 43 153 0 01 Jun 2023
Extracting Reward Functions from Diffusion Models Felipe Nuti Tim Franzmeyer João F. Henriques 34 14 0 01 Jun 2023
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation Minghui Hu Jianbin Zheng Daqing Liu Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 47 9 0 01 Jun 2023
Make-Your-Video: Customized Video Generation Using Textual and Structural Guidance Jinbo Xing Menghan Xia Yuxin Liu Yuechen Zhang Yong Zhang ... Haoxin Chen Xiaodong Cun Xintao Wang Ying Shan T. Wong VGen DiffM 47 86 0 01 Jun 2023
FigGen: Text to Scientific Figure Generation Juan A. Rodriguez David Vazquez I. Laradji M. Pedersoli Pau Rodríguez López DiffM 29 6 0 01 Jun 2023
Data Interpolants -- That's What Discriminators in Higher-order Gradient-regularized GANs Are Siddarth Asokan C. Seelamantula 42 4 0 01 Jun 2023
UnDiff: Unsupervised Voice Restoration with Unconditional Diffusion Model A. Iashchenko Pavel Andreev Ivan Shchekotov Nicholas Babaev Dmitry Vetrov DiffM 48 1 0 01 Jun 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models Ruibin Li Qihua Zhou Song Guo Jiewei Zhang Jingcai Guo Xinyang Jiang Yifei Shen Zhen-Hai Han DiffM 22 15 0 01 Jun 2023
EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis Haobin Tang Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao DiffM 52 24 0 01 Jun 2023
Approximate Stein Classes for Truncated Density Estimation Daniel J. Williams Song Liu 38 0 0 01 Jun 2023
Image generation with shortest path diffusion Ayan Das Stathi Fotiadis Anil Batra F. Nabiei FengTing Liao Sattar Vakili Da-shan Shiu A. Bernacchia 34 10 0 01 Jun 2023
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing Yang Zhang Zuobai Zhang Bozitao Zhong Sanchit Misra Jian Tang DiffM 37 34 0 01 Jun 2023
On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Naoki Murata Yuki Mitsufuji Stefano Ermon DiffM 18 10 0 01 Jun 2023
Addressing Negative Transfer in Diffusion Models Hyojun Go Jinyoung Kim Yunsung Lee Seunghyun Lee Shinhyeok Oh Hyeongdon Moon Seungtaek Choi DiffM VLM 58 26 0 01 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 41 134 0 01 Jun 2023
Conditionally Strongly Log-Concave Generative Models Florentin Guth Etienne Lempereur Joan Bruna S. Mallat 57 3 0 31 May 2023
A Geometric Perspective on Diffusion Models Defang Chen Zhenyu Zhou Jianhan Mei Chunhua Shen Chun-Yen Chen C. Wang DiffM 36 19 0 31 May 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 30 52 0 31 May 2023
Spontaneous Symmetry Breaking in Generative Diffusion Models G. Raya L. Ambrogioni DiffM 25 30 0 31 May 2023
A Unified Framework for U-Net Design and Analysis Christopher Williams Fabian Falck George Deligiannidis Chris Holmes Arnaud Doucet Saifuddin Syed SSeg AI4CE 57 35 0 31 May 2023
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic Model Haisong Ding Bozhi Luan Dongnan Gui Kai Chen Qiang Huo DiffM 23 7 0 31 May 2023
Low-rank extended Kalman filtering for online learning of neural networks from streaming data Peter Chang Gerardo Duran-Martín Alexander Y. Shestopaloff Matt Jones Kevin P. Murphy BDL 59 17 0 31 May 2023
Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model Shaoyan Pan E. Abouei Jacob F. Wynne Tonghe Wang Richard L. J. Qiu ... J. Roper P. Patel D. Yu H. Mao Xiaofeng Yang DiffM MedIm 28 63 0 31 May 2023
Efficient Training of Energy-Based Models Using Jarzynski Equality D. Carbone Mengjian Hua Simon Coste Eric Vanden-Eijnden 29 5 0 30 May 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 62 68 0 30 May 2023
Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models Ernie Chu Shuohao Lin Jun-Cheng Chen DiffM 27 21 0 30 May 2023
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition Si Zuo Vitor Fortes Rey Sungho Suh S. Sigg P. Lukowicz DiffM 50 4 0 30 May 2023
Diffusion Model for Dense Matching Jisu Nam Gyuseong Lee Sunwoo Kim Ines Hyeonsu Kim Hyoungwon Cho Seyeong Kim Seung Wook Kim DiffM 31 9 0 30 May 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 52 29 0 30 May 2023
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone DiffM 72 3 0 30 May 2023