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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"

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Title
Long-time asymptotics of noisy SVGD outside the population limit Victor Priser Pascal Bianchi Adil Salim 72 1 0 17 Jun 2024
Promises, Outlooks and Challenges of Diffusion Language Modeling Justin Deschenaux Çağlar Gülçehre DiffM 82 3 0 17 Jun 2024
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models Tianfu Wang Anton Obukhov Konrad Schindler DiffM 46 1 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 221 42 0 17 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 177 7 0 17 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 149 5 0 17 Jun 2024
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph Haitao Lin Guojiang Zhao Odin Zhang Yufei Huang Lirong Wu Zicheng Liu Siyuan Li Cheng Tan Zhifeng Gao Stan Z. Li 88 4 0 16 Jun 2024
Iterated Schrödinger bridge approximation to Wasserstein Gradient Flows Medha Agarwal Zaïd Harchaoui Garrett Mulcahy Soumik Pal 67 2 0 16 Jun 2024
Poetry2Image: An Iterative Correction Framework for Images Generated from Chinese Classical Poetry Jing Jiang Yiran Ling Binzhu Li Pengxiang Li Junming Piao Yu Zhang EGVM DiffM 39 1 0 15 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 107 2 0 15 Jun 2024
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction Bowen Song Jason Hu Zhaoxu Luo Jeffrey A. Fessler Liyue Shen MedIm DiffM 87 8 0 14 Jun 2024
GaussianSR: 3D Gaussian Super-Resolution with 2D Diffusion Priors Xiqian Yu Hanxin Zhu Tianyu He Zhibo Chen 3DGS DiffM 54 3 0 14 Jun 2024
BiKC: Keypose-Conditioned Consistency Policy for Bimanual Robotic Manipulation Dongjie Yu Hang Xu Yizhou Chen Yi Ren Jia Pan 93 4 0 14 Jun 2024
OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control Yuzhong Huang Zhong Li Zhang Chen Zhiyuan Ren Guosheng Lin Fred Morstatter Yi Tian Xu 94 1 0 14 Jun 2024
PID: Prompt-Independent Data Protection Against Latent Diffusion Models Ang Li Yichuan Mo Mingjie Li Yisen Wang AAML 79 2 0 14 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 77 2 0 14 Jun 2024
ControlVAR: Exploring Controllable Visual Autoregressive Modeling Xiang Li Kai Qiu Hao Chen Jason Kuen Zhe Lin Rita Singh Bhiksha Raj DiffM 93 27 0 14 Jun 2024
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses Seungwoo Yoo Juil Koo Kyeongmin Yeo Minhyuk Sung 3DH DRL 50 1 0 14 Jun 2024
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models Changjiang Li Ren Pang Bochuan Cao Jinghui Chen Fenglong Ma Shouling Ji Ting Wang DiffM 73 4 0 14 Jun 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making Zibin Dong Yifu Yuan Jianye Hao Fei Ni Yi Ma Pengyi Li Yan Zheng DiffM 99 17 0 13 Jun 2024
Rethinking Score Distillation as a Bridge Between Image Distributions David McAllister Songwei Ge Jia-Bin Huang David W. Jacobs Alexei A. Efros Aleksander Holyñski Angjoo Kanazawa DiffM 96 15 0 13 Jun 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Xue Jiang Yiping Ke Yiping Ke Junchi Yan Xue Yang Wayne Zhang 89 19 0 13 Jun 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation Sumukh K. Aithal Pratyush Maini Zachary Chase Lipton J. Zico Kolter DiffM 80 25 0 13 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 48 1 0 13 Jun 2024
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers Izumi Takahara Kiyou Shibata Teruyasu Mizoguchi DiffM AI4CE 55 2 0 13 Jun 2024
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning Xuemin Hu Shen Li Yingfen Xu Bo Tang Long Chen 59 0 0 13 Jun 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 95 8 0 13 Jun 2024
Preserving Identity with Variational Score for General-purpose 3D Editing Duong H. Le Tuan Pham Aniruddha Kembhavi Stephan Mandt Wei-Chiu Ma Jiasen Lu 82 0 0 13 Jun 2024
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing Jiangshan Wang Yue Ma Jiayi Guo Yicheng Xiao Gao Huang Xiu Li DiffM 110 24 0 13 Jun 2024
Improving Adversarial Robustness via Feature Pattern Consistency Constraint Jiacong Hu Jingwen Ye Zunlei Feng Jiazhen Yang Shunyu Liu Xiaotian Yu Lingxiang Jia Mingli Song AAML 84 2 0 13 Jun 2024
Optimal Kernel Orchestration for Tensor Programs with Korch Muyan Hu Ashwin Venkatram Shreyashri Biswas Balamurugan Marimuthu Bohan Hou Gabriele Oliaro Haojie Wang Liyan Zheng Xupeng Miao Jidong Zhai 396 6 0 13 Jun 2024
Operator-Informed Score Matching for Markov Diffusion Models Zheyang Shen Huihui Wang Marina Riabiz Chris J. Oates DiffM 139 0 0 13 Jun 2024
Improving Consistency Models with Generator-Augmented Flows Thibaut Issenhuth Sangchul Lee Ludovic Dos Santos Jean-Yves Franceschi Chansoo Kim Alain Rakotomamonjy 62 1 0 13 Jun 2024
Pandora: Towards General World Model with Natural Language Actions and Video States Jiannan Xiang Guangyi Liu Yi Gu Qiyue Gao Yuting Ning ... Shibo Hao Yemin Shi Zhengzhong Liu Eric P. Xing Zhiting Hu VGen 147 43 0 12 Jun 2024
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis Wing-Zin Leung Mattias Cross Anton Ragni Stefan Goetze 66 10 0 12 Jun 2024
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation Raphael Tang Xinyu Crystina Zhang Lixinyu Xu Yao Lu Wenyan Li Pontus Stenetorp Jimmy Lin Ferhan Ture 87 0 0 12 Jun 2024
Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models Yuxuan Xue Xianghui Xie R. Marin Gerard Pons-Moll 3DGS 89 10 0 12 Jun 2024
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models Benjamin Biggs Arjun Seshadri Yang Zou Achin Jain Aditya Golatkar Yusheng Xie Alessandro Achille Ashwin Swaminathan Stefano Soatto MoMe DiffM 92 13 0 12 Jun 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 101 19 0 12 Jun 2024
WMAdapter: Adding WaterMark Control to Latent Diffusion Models Hai Ci Yiren Song Pei Yang Jinheng Xie Mike Zheng Shou WIGM 66 15 0 12 Jun 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 92 81 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 96 35 0 12 Jun 2024
Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees Nicolas Beltran-Velez Alessandro Antonio Grande Achille Nazaret A. Kucukelbir David M. Blei 93 3 0 11 Jun 2024
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning Zeyuan Liu Kai Yang Xiu Li OffRL 106 0 0 11 Jun 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin Sicheng Mo Ben Klingher Fangzhou Mu Bolei Zhou DiffM 75 18 0 11 Jun 2024
Simple and Effective Masked Diffusion Language Models Subham Sekhar Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 118 122 0 11 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 130 4 0 11 Jun 2024
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling Denis Blessing Xiaogang Jia Johannes Esslinger Francisco Vargas Gerhard Neumann 138 27 0 11 Jun 2024
Haptic Repurposing with GenAI Haoyu Wang 72 0 0 11 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 138 3 0 11 Jun 2024