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Papers
DDPM Score Matching and Distribution Learning (Extended Abstract)
COLT 2026
Efficient Weighted Sampling via Score-based Generative Models
CVPR 2026
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
AAAI 2026
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
ICML 2025
Continuous Diffusion for Mixed-Type Tabular Data
ICLR 2025
Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances
AISTATS 2025
Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis
CVPR 2025
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
ICML 2025
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates
ICLR 2025
MissScore: High-Order Score Estimation in the Presence of Missing Data
ICML 2025
Moderating the Generalization of Score-based Generative Model
ICCV 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity
JMLR 2025
ScoreFusion: Fusing Score-based Generative Models via Kullback–Leibler Barycenters
AISTATS 2025
Supervised Score-Based Modeling by Gradient Boosting
AAAI 2025
Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models
JMLR 2025
CarbonNovo: Joint Design of Protein Structure and Sequence Using a Unified Energy-based Model
ICML 2024
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
NeurIPS 2024
Mean-field Chaos Diffusion Models
ICML 2024
Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems.
ICLR 2024
Optimal score estimation via empirical Bayes smoothing
COLT 2024
QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models
AAAI 2024
Score-based generative models are provably robust: an uncertainty quantification perspective
NeurIPS 2024
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions
ICLR 2024
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
ICLR 2024
Structure-based drug design by denoising voxel grids
ICML 2024