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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"

50 / 4,587 papers shown

Title
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 190 20 0 21 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 118 46 0 20 Mar 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion Jingxi Chen Brandon Yushan Feng Haoming Cai Mingyang Xie Christopher A. Metzler Cornelia Fermuller Yiannis Aloimonos 90 4 0 20 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 107 59 0 20 Mar 2024
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes Yifan Chen Mark Goldstein Mengjian Hua M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden AI4TS 110 19 0 20 Mar 2024
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data Giannis Daras Alexandros G. Dimakis Constantinos Daskalakis 116 28 0 20 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 72 2 0 20 Mar 2024
Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing Hangeol Chang Jinho Chang Jong Chul Ye DiffM 106 3 0 20 Mar 2024
Text-to-3D Shape Generation Han-Hung Lee Manolis Savva Angel X. Chang 89 13 0 20 Mar 2024
A Contact Model based on Denoising Diffusion to Learn Variable Impedance Control for Contact-rich Manipulation Masashi Okada Mayumi Komatsu Tadahiro Taniguchi DiffM 62 1 0 20 Mar 2024
Diffusion Model for Data-Driven Black-Box Optimization Zihao Li Hui Yuan Kaixuan Huang Chengzhuo Ni Yinyu Ye Minshuo Chen Mengdi Wang DiffM 107 13 0 20 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 89 11 0 19 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 62 0 0 19 Mar 2024
D-Cubed: Latent Diffusion Trajectory Optimisation for Dexterous Deformable Manipulation Jun Yamada Shaohong Zhong Jack Collins Ingmar Posner 73 4 0 19 Mar 2024
AnimateDiff-Lightning: Cross-Model Diffusion Distillation Shanchuan Lin Xiao Yang DiffM VGen 88 25 0 19 Mar 2024
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science Sebastian Bischoff Alana Darcher Michael Deistler Richard Gao Franziska Gerken ... Auguste Schulz Zinovia Stefanidi Shoji Toyota Linda Ulmer Julius Vetter SyDa 52 14 0 19 Mar 2024
Generalized Consistency Trajectory Models for Image Manipulation Beomsu Kim Jaemin Kim Jeongsol Kim Jong Chul Ye DiffM 69 4 0 19 Mar 2024
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility Bojia Zi Shihao Zhao Xianbiao Qi Jianan Wang Yukai Shi Qianyu Chen Bin Liang Kam-Fai Wong Lei Zhang DiffM VGen 84 23 0 18 Mar 2024
Generic 3D Diffusion Adapter Using Controlled Multi-View Editing Hansheng Chen Ruoxi Shi Yulin Liu Bokui Shen Jiayuan Gu Gordon Wetzstein Hao Su Leonidas Guibas DiffM 92 22 0 18 Mar 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy 81 44 0 18 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 111 135 0 18 Mar 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion Vikram S. Voleti Chun-Han Yao Mark Boss Adam Letts David Pankratz Dmitry Tochilkin Christian Laforte Robin Rombach Varun Jampani DiffM VGen 103 193 0 18 Mar 2024
DreamMotion: Space-Time Self-Similar Score Distillation for Zero-Shot Video Editing Hyeonho Jeong Jinho Chang Geon Yeong Park Jong Chul Ye DiffM VGen 100 18 0 18 Mar 2024
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models Emilian Postolache Giorgio Mariani Luca Cosmo Emmanouil Benetos Emanuele Rodolà DiffM 87 11 0 18 Mar 2024
Urban Scene Diffusion through Semantic Occupancy Map Junge Zhang Qihang Zhang Li Zhang Ramana Rao Kompella Gaowen Liu Bolei Zhou 80 5 0 18 Mar 2024
Diffusion-Based Environment-Aware Trajectory Prediction Theodor Westny Björn Olofsson Erik Frisk 87 12 0 18 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 84 5 0 18 Mar 2024
BAGS: Building Animatable Gaussian Splatting from a Monocular Video with Diffusion Priors Tingyang Zhang Qingzhe Gao Weiyu Li Libin Liu Baoquan Chen DiffM 3DGS VGen 94 11 0 18 Mar 2024
Neural network representation of quantum systems Koji Hashimoto Yuji Hirono Jun Maeda Jojiro Totsuka-Yoshinaka 79 2 0 18 Mar 2024
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation Jeongsol Kim Geon Yeong Park Jong Chul Ye DiffM 76 15 0 18 Mar 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors Yazid Janati Alain Durmus Eric Moulines Jimmy Olsson DiffM 97 12 0 18 Mar 2024
Hiding and Recovering Knowledge in Text-to-Image Diffusion Models via Learnable Prompts Anh-Vu Bui Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung 49 0 0 18 Mar 2024
Understanding Diffusion Models by Feynman's Path Integral Yuji Hirono A. Tanaka Kenji Fukushima DiffM 70 6 0 17 Mar 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion Xiaoyu Wu Yang Hua Chumeng Liang Jiaru Zhang Hao Wang Tao Song Haibing Guan 82 6 0 17 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 105 39 0 17 Mar 2024
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models Rui Li Ruihuang Li Song Guo Lei Zhang DiffM 82 10 0 17 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 127 41 0 17 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 82 15 0 16 Mar 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 75 5 0 16 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 73 5 0 16 Mar 2024
A Watermark-Conditioned Diffusion Model for IP Protection Rui Min Sen Li Hongyang Chen Minhao Cheng WIGM 59 21 0 16 Mar 2024
Efficient Trajectory Forecasting and Generation with Conditional Flow Matching Sean Ye Matthew C. Gombolay 91 3 0 16 Mar 2024
StableGarment: Garment-Centric Generation via Stable Diffusion Rui Wang Hailong Guo Jiaming Liu Huaxia Li Haibo Zhao Xu Tang Yao Hu Hao Tang Peipei Li DiffM 66 16 0 16 Mar 2024
Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint Haoyue Tang Tian Xie Aosong Feng Hanyu Wang Chenyang Zhang Yang Bai DiffM 88 2 0 15 Mar 2024
FDGaussian: Fast Gaussian Splatting from Single Image via Geometric-aware Diffusion Model Qijun Feng Zhen Xing Zuxuan Wu Yu-Gang Jiang 3DGS 127 4 0 15 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 73 1 0 15 Mar 2024
Generative Modelling of Stochastic Rotating Shallow Water Noise Dan Crisan Oana Lang Alexander Lobbe 47 0 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 172 6 0 15 Mar 2024
Score-Guided Diffusion for 3D Human Recovery Anastasis Stathopoulos Ligong Han Dimitris N. Metaxas 97 22 0 14 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 75 5 0 14 Mar 2024