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 / 1,623 papers shown

Title
How to Train Your Dragon: Automatic Diffusion-Based Rigging for Characters with Diverse Topologies Zeqi Gu Difan Liu Timothy Langlois Matthew Fisher Abe Davis DiffM 3DH 62 0 0 19 Mar 2025
Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling Yanchen Luo Zhiyuan Liu Yi Zhao Sihang Li Kenji Kawaguchi Tat-Seng Chua Xuben Wang MedIm 69 0 0 19 Mar 2025
Language-based Image Colorization: A Benchmark and Beyond Yongqian Li Shuai Yang Jiaying Liu DiffM VLM 51 0 0 19 Mar 2025
MusicInfuser: Making Video Diffusion Listen and Dance Susung Hong Ira Kemelmacher-Shlizerman Brian L. Curless Steven M. Seitz VGen 52 0 0 18 Mar 2025
Quantization-Free Autoregressive Action Transformer Ziyad Sheebaelhamd Michael Tschannen Michael Muehlebach Claire Vernade 49 0 0 18 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao-quan Song Chiwun Yang AI4TS 162 0 0 18 Mar 2025
Diffusion-based Facial Aesthetics Enhancement with 3D Structure Guidance Lisha Li Jingwen Hou Weide Liu Yuming Fang Jiebin Yan DiffM 56 1 0 18 Mar 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 55 1 0 18 Mar 2025
Advances in 4D Generation: A Survey Qiaowei Miao Kehan Li Jinsheng Quan Zhiyuan Min Shaojie Ma Yichao Xu Yi Yang Yawei Luo 56 0 0 18 Mar 2025
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance Liya Guo Zun Wang Chang-Shu Liu Jiashi Li Pipi Hu Yi Zhu DiffM 48 0 0 18 Mar 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 55 0 0 18 Mar 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 57 0 0 18 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 55 0 0 18 Mar 2025
Revealing higher-order neural representations with generative artificial intelligence Hojjat Azimi Asrari Megan A. K. Peters DiffM 49 0 0 18 Mar 2025
Deeply Supervised Flow-Based Generative Models Inkyu Shin Chenglin Yang Liang-Chieh Chen 63 0 0 18 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 101 2 0 17 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 65 2 0 17 Mar 2025
Unified Autoregressive Visual Generation and Understanding with Continuous Tokens Lijie Fan Luming Tang Siyang Qin Tianhong Li Xuan S. Yang ... Tao Zhu Michael Rubinstein Michalis Raptis Deqing Sun Radu Soricut 54 4 0 17 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov E. Burnaev Iaroslav Koshelev Alexander Korotin DiffM 63 0 0 17 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 159 0 0 17 Mar 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity Eliot Beyler Francis Bach DiffM 65 0 0 17 Mar 2025
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 94 0 0 16 Mar 2025
CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting Hongli Liang Yuanting Zhang Qingye Meng Shuangshuang He Xingyuan Yuan 51 0 0 16 Mar 2025
State Fourier Diffusion Language Model (SFDLM): A Scalable, Novel Iterative Approach to Language Modeling Andrew Kiruluta Andreas Lemos DiffM 58 2 0 16 Mar 2025
Modality-Composable Diffusion Policy via Inference-Time Distribution-level Composition Jiahang Cao Qiang Zhang Hanzhong Guo Jiaxu Wang Hao-Ran Cheng Renjing Xu DiffM 60 0 0 16 Mar 2025
DDPM-Polycube: A Denoising Diffusion Probabilistic Model for Polycube-Based Hexahedral Mesh Generation and Volumetric Spline Construction Yuxuan Yu Yuzhuo Fang Hua Tong J. Liu Y. Zhang 65 0 0 16 Mar 2025
DiffAD: A Unified Diffusion Modeling Approach for Autonomous Driving Tao Wang Cong Zhang Xingguang Qu Kun Li Wei Liu Chenyu Huang 61 0 0 15 Mar 2025
DecompDreamer: Advancing Structured 3D Asset Generation with Multi-Object Decomposition and Gaussian Splatting Utkarsh Nath Rajeev Goel Rahul Khurana Kyle Min Mark Ollila P. Turaga Varun Jampani Tejaswi Gowda 3DGS 44 0 0 15 Mar 2025
DiffGAP: A Lightweight Diffusion Module in Contrastive Space for Bridging Cross-Model Gap Shentong Mo Zehua Chen Fan Bao Jun-Jie Zhu DiffM 50 0 0 15 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 168 0 0 15 Mar 2025
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering Byeongjun Park Hyojun Go Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim VGen LLMSV 49 1 0 15 Mar 2025
QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution Donglin Yang Paul Vicol Xiaojuan Qi Renjie Liao Xinming Zhang 34 0 0 15 Mar 2025
From Denoising Score Matching to Langevin Sampling: A Fine-Grained Error Analysis in the Gaussian Setting Samuel Hurault M. Terris Thomas Moreau Gabriel Peyré DiffM 43 1 0 14 Mar 2025
Make Optimization Once and for All with Fine-grained Guidance Mingjia Shi Ruihan Lin Xuxi Chen Yuhao Zhou Zezhen Ding ... Tong Wang Kai Wang Zhangyang Wang Jingyang Zhang Tianlong Chen 55 1 0 14 Mar 2025
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation Hongbin Lin Zilu Guo Y. Zhang Shuaicheng Niu Yafeng Li R. Zhang Shuguang Cui Zhen Li DiffM 53 0 0 14 Mar 2025
FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing flows and the Feynman Kac-Formula Naoufal El Bekri Lucas Drumetz Franck Vermet 50 0 0 14 Mar 2025
Spatio-temporal Fourier Transformer (StFT) for Long-term Dynamics Prediction Da Long Shandian Zhe Samuel Williams L. Oliker Zhe Bai AI4TS AI4CE 44 0 0 14 Mar 2025
Understanding Flatness in Generative Models: Its Role and Benefits Taehwan Lee Kyeongkook Seo Jaejun Yoo Sung Whan Yoon DiffM 60 0 0 14 Mar 2025
Diffuse-CLoC: Guided Diffusion for Physics-based Character Look-ahead Control Xiaoyu Huang Takara Truong Yunbo Zhang Fangzhou Yu Jean-Pierre Sleiman Jessica Hodgins K. Sreenath Farbod Farshidian DiffM 62 1 0 14 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 85 1 0 13 Mar 2025
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective Xiaoming Zhao Alexander Schwing FaML 63 0 0 13 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models Reza Shirkavand Peiran Yu Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 113 1 0 13 Mar 2025
Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures Nina Vesseron Louis Béthune Marco Cuturi 52 0 0 13 Mar 2025
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance Yufan Deng Xun Guo Yunhong Wang Jacob Zhiyuan Fang Angtian Wang Shenghai Yuan Yiding Yang Bo Liu Haibin Huang Chongyang Ma DiffM VGen 69 0 0 13 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 55 1 0 13 Mar 2025
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? Yuanxin Liu Rui Zhu Shuhuai Ren Jiacong Wang Haoyuan Guo Xu Sun Lu Jiang 130 1 0 13 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 59 0 0 13 Mar 2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation Yuxiang Fu Qi Yan Lele Wang Ke Li Renjie Liao AI4TS 44 1 0 13 Mar 2025
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation Chen Chen Rui Qian Wenze Hu Tsu-jui Fu Jialing Tong ... Lezhi Li Bowen Zhang A. Schwing Wei Liu Yuqing Yang 64 0 0 13 Mar 2025
Probabilistic Forecasting via Autoregressive Flow Matching Ahmed El-Gazzar Marcel van Gerven AI4TS 57 0 0 13 Mar 2025