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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
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis Dmitry Petrov Pradyumn Goyal Vikas Thamizharasan Vladimir G. Kim Matheus Gadelha Melinos Averkiou S. Chaudhuri E. Kalogerakis 3DH DiffM MedIm 108 9 0 26 Feb 2024
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data Antonio Sclocchi Alessandro Favero Matthieu Wyart DiffM 112 37 0 26 Feb 2024
Multi-LoRA Composition for Image Generation Ming Zhong Yelong Shen Shuohang Wang Yadong Lu Yizhu Jiao Siru Ouyang Donghan Yu Jiawei Han Weizhu Chen MoMe 68 42 0 26 Feb 2024
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko Inho Kong Dogyun Park Hyunwoo J. Kim DiffM 143 5 0 26 Feb 2024
Generative AI in Vision: A Survey on Models, Metrics and Applications Gaurav Raut Apoorv Singh VLM MedIm 110 7 0 26 Feb 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wei Cao Kenji Kawaguchi Yuan Yao DiffM 112 3 0 26 Feb 2024
Graph Diffusion Policy Optimization Yijing Liu Chao Du Tianyu Pang Chongxuan Li Wei Chen Min Lin 59 7 0 26 Feb 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models Li Pang Xiangyu Rui Long Cui Hongzhong Wang Deyu Meng Xiangyong Cao DiffM 83 21 0 24 Feb 2024
Generative Modelling with Tensor Train approximations of Hamilton--Jacobi--Bellman equations David Sommer Robert Gruhlke Max Kirstein Martin Eigel Claudia Schillings 58 3 0 23 Feb 2024
BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators Yu Tian Xiao Yang Yinpeng Dong Heming Yang Hang Su Jun Zhu AAML 67 4 0 23 Feb 2024
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Tommaso Biancalani Sergey Levine 90 52 0 23 Feb 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling Jiajun Ma Shuchen Xue Tianyang Hu Wei Cao Zhaoqiang Liu Zhenguo Li Zhi-Ming Ma Kenji Kawaguchi 77 6 0 23 Feb 2024
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion Xueyi Liu Li Yi DiffM 112 22 0 22 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 129 62 0 22 Feb 2024
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening Zhenrong Shen Manman Fei Xin Wang Jiangdong Cai Sheng Wang Lichi Zhang Qian Wang MedIm 112 0 0 22 Feb 2024
PeriodGrad: Towards Pitch-Controllable Neural Vocoder Based on a Diffusion Probabilistic Model Yukiya Hono Kei Hashimoto Yoshihiko Nankaku Keiichi Tokuda DiffM 67 3 0 22 Feb 2024
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations Xiaogang Jia Denis Blessing Xinkai Jiang Moritz Reuss Atalay Donat Rudolf Lioutikov Gerhard Neumann 139 22 0 22 Feb 2024
DynGMA: a robust approach for learning stochastic differential equations from data Aiqing Zhu Qianxiao Li OOD DiffM 87 4 0 22 Feb 2024
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion Yujia Huang Adishree S. Ghatare Yuanzhe Liu Ziniu Hu Qinsheng Zhang Chandramouli Shama Sastry Francesco Ferroni Sageev Oore Yisong Yue DiffM 101 25 0 22 Feb 2024
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching Zizheng Pan Bohan Zhuang De-An Huang Weili Nie Zhiding Yu Chaowei Xiao Jianfei Cai A. Anandkumar 89 19 0 21 Feb 2024
Intriguing Properties of Modern GANs Roy Friedman Yair Weiss 89 0 0 21 Feb 2024
D-Flow: Differentiating through Flows for Controlled Generation Heli Ben-Hamu Omri Puny Itai Gat Brian Karrer Uriel Singer Y. Lipman 100 34 0 21 Feb 2024
SDXL-Lightning: Progressive Adversarial Diffusion Distillation Shanchuan Lin Anran Wang Xiao Yang 137 134 0 21 Feb 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 62 1 0 21 Feb 2024
DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load Siyang Li Hui Xiong Yize Chen 101 6 0 21 Feb 2024
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models C. Wu Fernando de la Torre DiffM 65 2 0 21 Feb 2024
The Uncanny Valley: A Comprehensive Analysis of Diffusion Models Karam Ghanem Danilo Bzdok DiffM 68 1 0 20 Feb 2024
Visual Style Prompting with Swapping Self-Attention Jaeseok Jeong Junho Kim Yunjey Choi Gayoung Lee Youngjung Uh DiffM 80 43 0 20 Feb 2024
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models Xinchen Zhang Ling Yang Yaqi Cai Zhaochen Yu Kai-Ni Wang ... Ye Tian Minkai Xu Yong Tang Yujiu Yang Tengjiao Wang DiffM 107 6 0 20 Feb 2024
MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion Sen Li Ruochen Wang Cho-Jui Hsieh Minhao Cheng Tianyi Zhou MLLM LM&Ro 77 3 0 20 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David Wagner AAML SILM 99 10 0 20 Feb 2024
ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning Kaan Ozkara Bruce Huang Ruida Zhou Suhas Diggavi 224 1 0 19 Feb 2024
On the Semantic Latent Space of Diffusion-Based Text-to-Speech Models Miri Varshavsky-Hassid Roy Hirsch Regev Cohen Tomer Golany Daniel Freedman Ehud Rivlin 72 3 0 19 Feb 2024
Synthetic location trajectory generation using categorical diffusion models Simon Dirmeier Ye Hong Fernando Pérez-Cruz 96 0 0 19 Feb 2024
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview Alexander Auras Kanchana Vaishnavi Gandikota Hannah Droege Michael Moeller AAML 72 0 0 19 Feb 2024
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation Chong Zeng Yue Dong Pieter Peers Youkang Kong Hongzhi Wu Xin Tong 124 35 0 19 Feb 2024
SDiT: Spiking Diffusion Model with Transformer Shu Yang Hanzhi Ma Chengting Yu Aili Wang Er-ping Li DiffM 65 4 0 18 Feb 2024
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge Yufei Huang Odin Zhang Lirong Wu Cheng Tan Haitao Lin Zhangyang Gao Siyuan Li Stan. Z. Li DiffM 79 9 0 18 Feb 2024
DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model Yu Feng Xing Shi Mengli Cheng Yun Xiong 38 0 0 17 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization Divin Yan Lu Qi Vincent Tao Hu Ming-Hsuan Yang Meng Tang 75 5 0 16 Feb 2024
Stochastic Localization via Iterative Posterior Sampling Louis Grenioux Maxence Noble Marylou Gabrié Alain Durmus DiffM 90 16 0 16 Feb 2024
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model Xiangyu Zhang Daijiao Liu Hexin Liu Qiquan Zhang Hanyu Meng Leibny Paola García Chng Eng Siong Lina Yao DiffM 78 4 0 16 Feb 2024
MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model Student Member Ieee Ziqi Gao F. I. S. Kevin Zhou MedIm 60 3 0 16 Feb 2024
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation Lanqing Guo Yin-Yin He Haoxin Chen Menghan Xia Xiaodong Cun ... Yong Zhang Xintao Wang Qifeng Chen Ying Shan Bihan Wen 81 30 0 16 Feb 2024
Fusing Neural and Physical: Augment Protein Conformation Sampling with Tractable Simulations Jiarui Lu Zuobai Zhang Bozitao Zhong Chence Shi Jian Tang AI4CE 96 1 0 16 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 60 6 0 16 Feb 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 118 29 0 15 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 63 0 0 15 Feb 2024
Classification Diffusion Models: Revitalizing Density Ratio Estimation Shahar Yadin Noam Elata T. Michaeli DiffM 75 2 0 15 Feb 2024
Accelerating Parallel Sampling of Diffusion Models Zhiwei Tang Jiasheng Tang Hao Luo Fan Wang Tsung-Hui Chang 164 15 0 15 Feb 2024