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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
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 127 31 0 25 Jun 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 110 0 0 25 Jun 2024
A Wiener process perspective on local intrinsic dimension estimation methods Piotr Tempczyk Łukasz Garncarek Dominik Filipiak Adam Kurpisz 68 1 0 24 Jun 2024
General Binding Affinity Guidance for Diffusion Models in Structure-Based Drug Design Yue Jian Curtis Wu Danny Reidenbach Aditi S. Krishnapriyan 78 1 0 24 Jun 2024
Towards Zero-Shot Text-To-Speech for Arabic Dialects Khai Duy Doan Abdul Waheed Muhammad Abdul-Mageed 89 0 0 24 Jun 2024
EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models Zhiyu Tan Xiaomeng Yang Luozheng Qin Mengping Yang Cheng Zhang Hao Li 106 8 0 24 Jun 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 185 39 0 24 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 102 3 0 23 Jun 2024
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction T. Han S. Nebelung Firas Khader Jakob Nikolas Kather Daniel Truhn MedIm DiffM 62 1 0 23 Jun 2024
Diffusion Spectral Representation for Reinforcement Learning Dmitry Shribak Chen-Xiao Gao Yitong Li Chenjun Xiao Bo Dai DiffM 106 5 0 23 Jun 2024
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing Namjoon Suh Yuning Yang Din-Yin Hsieh Qitong Luan Shirong Xu Shixiang Zhu Guang Cheng 131 7 0 23 Jun 2024
Soft Masked Mamba Diffusion Model for CT to MRI Conversion Zhenbin Wang Lei Zhang Lituan Wang Zhenwei Zhang Mamba MedIm 82 7 0 22 Jun 2024
Continual Learning with Diffusion-based Generative Replay for Industrial Streaming Data Jiayi He Jiao Chen Qianmiao Liu Suyan Dai Jianhua Tang Dongpo Liu DiffM AI4CE 83 4 0 22 Jun 2024
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow Zhichao Chen Haoxuan Li Fangyikang Wang Odin Zhang Hu Xu Xiaoyu Jiang Zhihuan Song Eric H. Wang DiffM 113 3 0 22 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 115 11 0 22 Jun 2024
Image Conductor: Precision Control for Interactive Video Synthesis Yaowei Li Xintao Wang Zhaoyang Zhang Zhouxia Wang Ziyang Yuan Liangbin Xie Yuexian Zou Ying Shan VGen 117 27 0 21 Jun 2024
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification Xianlong Wang Shengshan Hu Yechao Zhang Ziqi Zhou Leo Yu Zhang Peng Xu Wei Wan Hai Jin AAML 137 3 0 21 Jun 2024
CoCPF: Coordinate-based Continuous Projection Field for Ill-Posed Inverse Problem in Imaging Zixuan Chen Lingxiao Yang Jian-Huang Lai Xiaohua Xie 58 0 0 21 Jun 2024
VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation Zixuan Chen Ruijie Su Jiahao Zhu Lingxiao Yang Jian-Huang Lai Xiaohua Xie DiffM 69 1 0 21 Jun 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 85 8 0 21 Jun 2024
Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models Jie Ren Kangrui Chen Yingqian Cui Shenglai Zeng Hui Liu Yue Xing Jiliang Tang Lingjuan Lyu 108 2 0 21 Jun 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 86 0 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 110 35 0 20 Jun 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps Nikita Starodubcev Mikhail Khoroshikh Artem Babenko Dmitry Baranchuk DiffM 80 7 0 20 Jun 2024
Video Generation with Learned Action Prior Meenakshi Sarkar Devansh Bhardwaj Debasish Ghose VGen GAN 120 0 0 20 Jun 2024
In Tree Structure Should Sentence Be Generated Yaguang Li Xin Chen 38 0 0 20 Jun 2024
EnTruth: Enhancing the Traceability of Unauthorized Dataset Usage in Text-to-image Diffusion Models with Minimal and Robust Alterations Jie Ren Yingqian Cui Chen Chen Vikash Sehwag Yue Xing Jiliang Tang Lingjuan Lyu WIGM 62 1 0 20 Jun 2024
Active Diffusion Subsampling Oisin Nolan Tristan S. W. Stevens Wessel L. van Nierop Ruud J. G. van Sloun DiffM MedIm 108 3 0 20 Jun 2024
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction Yamin Arefeen Brett Levac Zach Stoebner Jonathan I. Tamir MedIm 53 2 0 19 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 57 2 0 19 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 82 0 0 19 Jun 2024
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement Chenda Li Samuele Cornell Shinji Watanabe Yanmin Qian DiffM 88 2 0 19 Jun 2024
Style-NeRF2NeRF: 3D Style Transfer From Style-Aligned Multi-View Images Haruo Fujiwara Yusuke Mukuta Tatsuya Harada 98 5 0 19 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 123 4 0 19 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 103 4 0 19 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 101 6 0 18 Jun 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang 104 5 0 18 Jun 2024
Training Diffusion Models with Federated Learning Matthijs de Goede Bart Cox Jérémie Decouchant FedML 72 9 0 18 Jun 2024
Variational Distillation of Diffusion Policies into Mixture of Experts Hongyi Zhou Denis Blessing Ge Li Onur Celik Xiaogang Jia Gerhard Neumann Rudolf Lioutikov DiffM 74 4 0 18 Jun 2024
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors Panwang Pan Zhuo Su Chenguo Lin Zhen Fan Yongjie Zhang Zeming Li Tingting Shen Yadong Mu Yebin Liu 3DGS 118 21 0 18 Jun 2024
Planning Using Schrödinger Bridge Diffusion Models Adarsh Srivastava OffRL DiffM 48 0 0 18 Jun 2024
Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion Hao Zeng Jiaqi Wang Avirup Das Junying He Kunpeng Han Haoyuan Hu Mingfei Sun 75 2 0 18 Jun 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment Yiheng Li Heyang Jiang Akio Kodaira Masayoshi Tomizuka Kurt Keutzer Chenfeng Xu DiffM 106 9 0 18 Jun 2024
Universal Score-based Speech Enhancement with High Content Preservation Robin Scheibler Yusuke Fujita Yuma Shirahata Tatsuya Komatsu DiffM 110 15 0 18 Jun 2024
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy Feng Ricardo Baptista Katherine Bouman MedIm DiffM 132 4 0 18 Jun 2024
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 52 0 0 17 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 164 238 0 17 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 70 6 0 17 Jun 2024
Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equations Zheyuan Hu Zhongqiang Zhang George Karniadakis Kenji Kawaguchi 90 0 0 17 Jun 2024
Diffusion Generative Modelling for Divide-and-Conquer MCMC C. Trojan Paul Fearnhead C. Nemeth DiffM 77 1 0 17 Jun 2024