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Score-Based Generative Modeling through Stochastic Differential
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v1v2 (latest)

Score-Based Generative Modeling through Stochastic Differential Equations

International Conference on Learning Representations (ICLR), 2025
26 November 2020
Yang Song
Jascha Narain Sohl-Dickstein
Diederik P. Kingma
Abhishek Kumar
Stefano Ermon
Ben Poole
    DiffMSyDa
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "Score-Based Generative Modeling through Stochastic Differential Equations"

50 / 5,210 papers shown
Title
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
Beomsu Kim
Byunghee Cha
Jong Chul Ye
12
0
0
01 Oct 2025
GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks
GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks
Yen-Ling Tai
Yi-Ru Yang
Kuan-Ting Yu
Yu-Wei Chao
Yi-Ting Chen
4
0
0
01 Oct 2025
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation
Jing Wang
Wonho Bae
Jiahong Chen
Wenxu Wang
Junhyug Noh
12
0
0
01 Oct 2025
Learn to Guide Your Diffusion Model
Learn to Guide Your Diffusion Model
Alexandre Galashov
Ashwini Pokle
Arnaud Doucet
Arthur Gretton
Mauricio Delbracio
Valentin De Bortoli
DiffM
2
0
0
01 Oct 2025
PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection
PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection
Tuan Nguyen
Naseem Khan
Khang Tran
Nhathai Phan
Issa M. Khalil
0
0
0
30 Sep 2025
Hyperparameters are all you need: Using five-step inference for an original diffusion model to generate images comparable to the latest distillation model
Zilai Li
VLM
28
0
0
30 Sep 2025
Data-to-Energy Stochastic Dynamics
Data-to-Energy Stochastic Dynamics
Kirill Tamogashev
Nikolay Malkin
DiffM
4
0
0
30 Sep 2025
Reweighted Flow Matching via Unbalanced OT for Label-free Long-tailed Generation
Reweighted Flow Matching via Unbalanced OT for Label-free Long-tailed Generation
Hyunsoo Song
Minjung Gim
Jaewoong Choi
OT
0
0
0
30 Sep 2025
DiffAU: Diffusion-Based Ambisonics Upscaling
DiffAU: Diffusion-Based Ambisonics Upscaling
Amit Milstein
Nir Shlezinger
Boaz Rafaely
0
0
0
30 Sep 2025
HilbertA: Hilbert Attention for Image Generation with Diffusion Models
HilbertA: Hilbert Attention for Image Generation with Diffusion Models
Shaoyi Zheng
Wenbo Lu
Yuxuan Xia
Haomin Liu
Shengjie Wang
4
0
0
30 Sep 2025
Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting
Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting
Jason Stock
T. Arcomano
R. Kotamarthi
DiffM
3
0
0
30 Sep 2025
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs
Free Lunch Alignment of Text-to-Image Diffusion Models without Preference Image Pairs
Jia Jun Cheng Xian
Muchen Li
Haotian Yang
Xin Tao
Pengfei Wan
Leonid Sigal
Renjie Liao
0
0
0
30 Sep 2025
DiffCamera: Arbitrary Refocusing on Images
DiffCamera: Arbitrary Refocusing on Images
Yiyang Wang
Xi Chen
Xiaogang Xu
Yu Liu
Hengshuang Zhao
DiffM
29
0
0
30 Sep 2025
Exact Solutions to the Quantum Schrödinger Bridge Problem
Exact Solutions to the Quantum Schrödinger Bridge Problem
Mykola Bordyuh
Djork-Arné Clevert
Marco Bertolini
OT
0
0
0
30 Sep 2025
Flow Autoencoders are Effective Protein Tokenizers
Flow Autoencoders are Effective Protein Tokenizers
Rohit Dilip
Evan Zhang
Ayush Varshney
David Van Valen
DiffM
0
0
0
30 Sep 2025
Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
J. Chang
Jaemin Kim
Jong Chul Ye
0
0
0
30 Sep 2025
EVODiff: Entropy-aware Variance Optimized Diffusion Inference
EVODiff: Entropy-aware Variance Optimized Diffusion Inference
Shigui Li
Wei Chen
Delu Zeng
DiffM
0
0
0
30 Sep 2025
AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size
AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size
Guanxi Lu
Hao Mark Chen
Yuto Karashima
Zhican Wang
Daichi Fujiki
Hongxiang Fan
AI4CE
0
0
0
30 Sep 2025
Contrastive Diffusion Guidance for Spatial Inverse Problems
Contrastive Diffusion Guidance for Spatial Inverse Problems
Sattwik Basu
Chaitanya Amballa
Zhongweiyang Xu
Jorge Vančo Sampedro
Srihari Nelakuditi
Romit Roy Choudhury
8
0
0
30 Sep 2025
Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies
Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies
Jing Wang
Weiting Peng
Jing Tang
Zeyu Gong
Xihua Wang
B. Tao
Li Cheng
4
0
0
30 Sep 2025
EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules
EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules
Maybritt Schillinger
Maxim Samarin
Xinwei Shen
R. Knutti
N. Meinshausen
DiffMAI4Cl
5
1
0
30 Sep 2025
Reframing Generative Models for Physical Systems using Stochastic Interpolants
Reframing Generative Models for Physical Systems using Stochastic Interpolants
Anthony Zhou
Alexander Wikner
Amaury Lancelin
Pedram Hassanzadeh
Amir Barati Farimani
DiffMAI4CE
9
0
0
30 Sep 2025
FLOWER: A Flow-Matching Solver for Inverse Problems
FLOWER: A Flow-Matching Solver for Inverse Problems
Mehrsa Pourya
Bassam El Rawas
M. Unser
0
0
0
30 Sep 2025
ReNF: Rethinking the Design Space of Neural Long-Term Time Series Forecasters
ReNF: Rethinking the Design Space of Neural Long-Term Time Series Forecasters
Yihang Lu
Xianwei Meng
Enhong Chen
AI4TSBDL
0
0
0
30 Sep 2025
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
Xiang Li
Zebang Shen
Ya-Ping Hsieh
Niao He
DiffM
2
0
0
29 Sep 2025
SAIP: A Plug-and-Play Scale-adaptive Module in Diffusion-based Inverse Problems
SAIP: A Plug-and-Play Scale-adaptive Module in Diffusion-based Inverse Problems
Lingyu Wang
Xiangming Meng
DiffM
4
0
0
29 Sep 2025
Semantic Editing with Coupled Stochastic Differential Equations
Semantic Editing with Coupled Stochastic Differential Equations
Jianxin Zhang
Clayton Scott
DiffM
1
0
0
29 Sep 2025
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow Map Models
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow Map Models
Zheyuan Hu
Chieh-Hsin Lai
Yuki Mitsufuji
Stefano Ermon
16
0
0
29 Sep 2025
MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification
MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification
Xiaoyi Huang
Junwei Wu
Kejia Zhang
Carl Yang
Zhiming Luo
AAML
4
0
0
29 Sep 2025
Score-based Membership Inference on Diffusion Models
Score-based Membership Inference on Diffusion Models
Mingxing Rao
Bowen Qu
Daniel Moyer
DiffM
4
0
0
29 Sep 2025
ExGS: Extreme 3D Gaussian Compression with Diffusion Priors
ExGS: Extreme 3D Gaussian Compression with Diffusion Priors
Jiaqi Chen
Xinhao Ji
Yuanyuan Gao
Hao Li
Yuning Gong
Yifei Liu
Dan Xu
Zhihang Zhong
Dingwen Zhang
Xiao Sun
3DGS
64
0
0
29 Sep 2025
GLASS Flows: Transition Sampling for Alignment of Flow and Diffusion Models
GLASS Flows: Transition Sampling for Alignment of Flow and Diffusion Models
Peter Holderrieth
Uriel Singer
Tommi Jaakkola
Ricky T. Q. Chen
Y. Lipman
Brian Karrer
DiffM
9
0
0
29 Sep 2025
OAT-FM: Optimal Acceleration Transport for Improved Flow Matching
OAT-FM: Optimal Acceleration Transport for Improved Flow Matching
Angxiao Yue
Anqi Dong
Hongteng Xu
OT
8
0
0
29 Sep 2025
Unsupervised Single-Channel Speech Separation with a Diffusion Prior under Speaker-Embedding Guidance
Unsupervised Single-Channel Speech Separation with a Diffusion Prior under Speaker-Embedding Guidance
Runwu Shi
Kai Li
Chang Li
Jiang Wang
Sihan Tan
Kazuhiro Nakadai
DiffM
0
0
0
29 Sep 2025
RFG: Test-Time Scaling for Diffusion Large Language Model Reasoning with Reward-Free Guidance
RFG: Test-Time Scaling for Diffusion Large Language Model Reasoning with Reward-Free Guidance
Tianlang Chen
Minkai Xu
Jure Leskovec
Stefano Ermon
LRMAI4CE
24
0
0
29 Sep 2025
TR2-D2: Tree Search Guided Trajectory-Aware Fine-Tuning for Discrete Diffusion
TR2-D2: Tree Search Guided Trajectory-Aware Fine-Tuning for Discrete Diffusion
Sophia Tang
Yuchen Zhu
Molei Tao
Pranam Chatterjee
20
1
0
29 Sep 2025
Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis
Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis
Kaizhen Zhu
Mokai Pan
Zhechuan Yu
Jingya Wang
Jingyi Yu
Ye-ling Shi
DiffM
19
0
0
29 Sep 2025
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models
Shuchen Xue
Chongjian Ge
Shilong Zhang
Yichen Li
Zhi-Ming Ma
4
0
0
29 Sep 2025
Tumor Synthesis conditioned on Radiomics
Tumor Synthesis conditioned on RadiomicsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Jonghun Kim
Inye Na
Eun Sook Ko
Hyunjin Park
MedIm
48
1
0
29 Sep 2025
SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation
SDPose: Exploiting Diffusion Priors for Out-of-Domain and Robust Pose Estimation
Shuang Liang
Jing He
Chuanmeizhi Wang
Lejun Liao
Guo Zhang
Yingcong Chen
Yuan Yuan
DiffM
6
0
0
29 Sep 2025
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions
Jeongyong Yang
Seunghwan Jang
Soojean Han
8
0
0
29 Sep 2025
Let Physics Guide Your Protein Flows: Topology-aware Unfolding and Generation
Let Physics Guide Your Protein Flows: Topology-aware Unfolding and Generation
Yogesh Verma
Markus Heinonen
Vikas Garg
DiffMAI4CE
6
0
0
29 Sep 2025
MAD: Manifold Attracted Diffusion
MAD: Manifold Attracted Diffusion
Dennis Elbrächter
Giovanni S. Alberti
Matteo Santacesaria
DiffM
0
0
0
29 Sep 2025
Assessing the risk of future Dunkelflaute events for Germany using generative deep learning
Assessing the risk of future Dunkelflaute events for Germany using generative deep learning
Felix Strnad
Jonathan Schmidt
Fabian Mockert
Philipp Hennig
Nicole Ludwig
0
0
0
29 Sep 2025
FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation
FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation
Yunyang Ge
Xinhua Cheng
ChengShu Zhao
Xianyi He
Shenghai Yuan
Bin Lin
Bin Zhu
Li Yuan
VGenVLM
0
0
0
29 Sep 2025
Enhancing Physical Plausibility in Video Generation by Reasoning the Implausibility
Enhancing Physical Plausibility in Video Generation by Reasoning the Implausibility
Yutong Hao
Chen Chen
Ajmal Saeed Mian
Chang Xu
Daochang Liu
DiffMVGen
0
0
0
29 Sep 2025
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
Kacper Kapusniak
Cristian Gabellini
Michael Bronstein
Prudencio Tossou
Francesco Di Giovanni
12
0
0
29 Sep 2025
Score Distillation of Flow Matching Models
Score Distillation of Flow Matching Models
Mingyuan Zhou
Yi Gu
Huangjie Zheng
Liangchen Song
Guande He
Y. Zhang
Wenze Hu
Yinfei Yang
DiffM
10
0
0
29 Sep 2025
Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis
Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Tian Xia
Matthew Sinclair
A. Schuh
Fabio De Sousa Ribeiro
Raghav Mehta
...
Esther Puyol-Antón
Samuel Gerber
K. Petersen
M. Schaap
Ben Glocker
CMLMedIm
26
0
0
29 Sep 2025
GeoFunFlow: Geometric Function Flow Matching for Inverse Operator Learning over Complex Geometries
GeoFunFlow: Geometric Function Flow Matching for Inverse Operator Learning over Complex Geometries
Sifan Wang
Zhikai Wu
David van Dijk
Lu Lu
AI4CE
12
0
0
28 Sep 2025
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