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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
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 87 3 0 25 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 128 10 0 25 Apr 2024
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 79 1 0 25 Apr 2024
RetinaRegNet: A Versatile Approach for Retinal Image Registration Vishal Balaji Sivaraman Muhammad Imran Qingyue Wei Preethika Muralidharan Michelle R. Tamplin Isabella M . Grumbach Randy H. Kardon Jui-Kai Wang Yuyin Zhou Wei Shao 87 4 0 24 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 111 15 0 24 Apr 2024
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRI Yiming Che Fazle Rafsani Jay Shah M. R. Siddiquee Teresa Wu MedIm DiffM 92 2 0 24 Apr 2024
Music Style Transfer With Diffusion Model Hong Huang Yuyi Wang Luyao Li Jun Lin DiffM 53 0 0 23 Apr 2024
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images Mareike Thies Noah Maul Siyuan Mei Laura Pfaff Nastassia Vysotskaya ... Jonas Utz Dennis Possart Lukas Folle Fabian Wagner Andreas Maier MedIm DiffM 63 0 0 23 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 91 25 0 23 Apr 2024
FlashSpeech: Efficient Zero-Shot Speech Synthesis Zhen Ye Zeqian Ju Haohe Liu Xu Tan Jianyi Chen ... Weizhen Bian Shulin He Qi-fei Liu Yi-Ting Guo Wei Xue 102 20 0 23 Apr 2024
DreamPBR: Text-driven Generation of High-resolution SVBRDF with Multi-modal Guidance Linxuan Xin Zheng Zhang Jinfu Wei Ge Li Duan Gao 74 0 0 23 Apr 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 96 37 0 22 Apr 2024
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 210 10 0 22 Apr 2024
ControlMol: Adding Substruture Control To Molecule Diffusion Models Zhengyang Qi Zijing Liu Jiying Zhang He Cao Yu-Feng Li 73 2 0 22 Apr 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 109 39 0 22 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 73 13 0 22 Apr 2024
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective Yiming Liu Kezhao Liu Yao Xiao Ziyi Dong Xiaogang Xu Pengxu Wei Liang Lin DiffM 63 2 0 22 Apr 2024
Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion Dohoon Lee Jaehyun Park Hyunwoo J. Kim Kyogu Lee 56 0 0 22 Apr 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 89 5 0 21 Apr 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 159 79 0 21 Apr 2024
Motion-aware Latent Diffusion Models for Video Frame Interpolation Zhilin Huang Yijie Yu Ling Yang C. Qin Bing Zheng Xiawu Zheng Zikun Zhou Yaowei Wang Wenming Yang VGen DiffM 86 9 0 21 Apr 2024
ODE-DPS: ODE-based Diffusion Posterior Sampling for Inverse Problems in Partial Differential Equation Enze Jiang Jishen Peng Zheng Ma Xiong-bin Yan 86 0 0 21 Apr 2024
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions Chenru Duan Guan-Horng Liu Yuanqi Du Tianrong Chen Qiyuan Zhao Haojun Jia Carla P. Gomes Evangelos A. Theodorou Heather J. Kulik OT 100 3 0 20 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 99 4 0 20 Apr 2024
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition Xi Fang Weigang Wang Xiaoxin Lv Jun Yan EGVM 68 3 0 20 Apr 2024
FilterPrompt: Guiding Image Transfer in Diffusion Models Xi Wang Yichen Peng Heng Fang Haoran Xie Xi Yang Chuntao Li DiffM 75 0 0 20 Apr 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets Yang Ye Shihao Ji PINN 3DPC 75 0 0 19 Apr 2024
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Santosh Li Lin Irene Amerini Xin Eric Wang Shu Hu 107 11 0 19 Apr 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 61 2 0 19 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 75 8 0 19 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 133 16 0 19 Apr 2024
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 90 11 0 18 Apr 2024
Learning the Domain Specific Inverse NUFFT for Accelerated Spiral MRI using Diffusion Models Trevor J. Chan C. Rajapakse MedIm DiffM 32 0 0 18 Apr 2024
FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models Wei Wu Qingnan Fan Shuai Qin Hong Gu Ruoyu Zhao Antoni B. Chan DiffM 69 2 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 143 7 0 18 Apr 2024
Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning Muheng Li Xia Li S. Safai D. Weber A. Lomax Ye Zhang DiffM MedIm 40 3 0 17 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 150 16 0 17 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 104 2 0 17 Apr 2024
LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models Dingkun Zhang Sijia Li Chen Chen Qingsong Xie H. Lu 123 29 0 17 Apr 2024
Molecular relaxation by reverse diffusion with time step prediction Khaled Kahouli Stefaan S. P. Hessmann Klaus-Robert Muller Shinichi Nakajima Stefan Gugler Niklas W. A. Gebauer DiffM 72 6 0 16 Apr 2024
RefFusion: Reference Adapted Diffusion Models for 3D Scene Inpainting Ashkan Mirzaei Riccardo de Lutio Seungryong Kim David Acuna J. Kelly Sanja Fidler Igor Gilitschenski Zan Gojcic DiffM 65 12 0 16 Apr 2024
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time Sicheng Xu Guojun Chen Yu-Xiao Guo Jiaolong Yang Chong Li Zhenyu Zang Yizhong Zhang Xin Tong Baining Guo 91 102 0 16 Apr 2024
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Jinmei Liu Wenbin Li Xiangyu Yue Shilin Zhang Chunlin Chen Zhi Wang OffRL DiffM 75 6 0 16 Apr 2024
Do Counterfactual Examples Complicate Adversarial Training? Eric C. Yeats Cameron Darwin Eduardo Ortega Frank Liu Hai Li DiffM 133 0 0 16 Apr 2024
All-in-one simulation-based inference Manuel Gloeckler Michael Deistler Christian D. Weilbach Frank Wood Jakob H. Macke 96 38 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li Song Wenjun Zhang Zhiwu Huang MLLM 72 0 0 15 Apr 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes Haoming Yang Ali Hasan Yuting Ng Vahid Tarokh DiffM 74 6 0 15 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 88 16 0 15 Apr 2024
RoofDiffusion: Constructing Roofs from Severely Corrupted Point Data via Diffusion Kyle Shih-Huang Lo Jorg Peters Eric Spellman 58 1 0 14 Apr 2024
Struggle with Adversarial Defense? Try Diffusion Yujie Li Yanbin Wang Peiyue Li Bin Liu Jianguo Sun Yifan Jia Wenrui Ma DiffM 62 1 0 12 Apr 2024