{"total":27,"rows":[{"id":"2403.03852","title":"Accelerating Convergence of Score-Based Diffusion Models, Provably","created":"2024-03-06","cited_by_count":76,"area":"diffusion"},{"id":"2403.17042","title":"Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction","created":"2024-03-25","cited_by_count":73,"area":"diffusion"},{"id":"2408.02320","title":"A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models","created":"2024-08-05","cited_by_count":65,"area":"diffusion"},{"id":"2402.07487","title":"Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial","created":"2024-02-12","cited_by_count":60,"area":"diffusion"},{"id":"2404.09730","title":"Convergence Analysis of Probability Flow ODE for Score-based Generative Models","created":"2024-04-15","cited_by_count":57,"area":"diffusion"},{"id":"2403.01639","title":"Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models","created":"2024-03-03","cited_by_count":46,"area":"diffusion"},{"id":"2401.15604","title":"Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization","created":"2024-01-28","cited_by_count":42,"area":"diffusion"},{"id":"2403.06279","title":"Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond","created":"2024-03-10","cited_by_count":42,"area":"diffusion"},{"id":"2501.02298","title":"Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance","created":"2025-01-04","cited_by_count":29,"area":"diffusion"},{"id":"2405.14822","title":"PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher","created":"2024-05-23","cited_by_count":27,"area":"diffusion"},{"id":"2508.03210","title":"Convergence of Deterministic and Stochastic Diffusion-Model Samplers: A Simple Analysis in Wasserstein Distance","created":"2025-08-05","cited_by_count":21,"area":"diffusion"},{"id":"2502.04849","title":"Advancing Wasserstein Convergence Analysis of Score-Based Models: Insights from Discretization and Second-Order Acceleration","created":"2025-02-07","cited_by_count":17,"area":"diffusion"},{"id":"2505.03432","title":"Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients","created":"2025-05-06","cited_by_count":15,"area":"diffusion"},{"id":"2506.15385","title":"Provable Maximum Entropy Manifold Exploration via Diffusion Models","created":"2025-06-18","cited_by_count":14,"area":"diffusion"},{"id":"2512.20685","title":"Diffusion Models in Simulation-Based Inference: A Tutorial Review","created":"2025-12-22","cited_by_count":11,"area":"diffusion"},{"id":"2506.13061","title":"Fast Convergence for High-Order ODE Solvers in Diffusion Probabilistic Models","created":"2025-06-16","cited_by_count":9,"area":"diffusion"},{"id":"2510.10767","title":"Understanding Sampler Stochasticity in Training Diffusion Models for RLHF","created":"2025-10-12","cited_by_count":7,"area":"diffusion"},{"id":"2412.07435","title":"Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models","created":"2024-12-10","cited_by_count":6,"area":"diffusion"},{"id":"2601.21868","title":"On Forgetting and Stability of Score-based Generative models","created":"2026-01-29","cited_by_count":5,"area":"diffusion"},{"id":"2509.03898","title":"Diffusion Generative Models Meet Compressed Sensing, with Applications to Imaging and Finance","created":"2025-09-04","cited_by_count":3,"area":"diffusion"},{"id":"2509.08731","title":"Generating solution paths of Markovian stochastic differential equations using diffusion models","created":"2025-09-10","cited_by_count":2,"area":"diffusion"},{"id":"2607.23226","title":"From Score Learning to Discretized Sampling: An End-to-End Generalization Analysis of Diffusion Models","created":"2026-07-25","cited_by_count":2,"area":"diffusion"},{"id":"2508.10944","title":"Non-asymptotic convergence bound of conditional diffusion models","created":"2025-08-13","cited_by_count":1,"area":"diffusion"},{"id":"2601.01003","title":"Contractive Diffusion Policies: Robust Action Diffusion via Contractive Score-Based Sampling with Differential Equations","created":"2026-01-02","cited_by_count":1,"area":"diffusion"},{"id":"2606.06007","title":"Diffusion Models for Adaptive Sequential Data Generation","created":"2026-06-04","cited_by_count":1,"area":"diffusion"},{"id":"2607.08757","title":"Score Accuracy Along the Forward Diffusion Does Not Certify Numerical Stability in Diffusion Sampling","created":"2026-07-09","cited_by_count":1,"area":"diffusion"},{"id":"2509.22088","title":"Factor-Based Conditional Diffusion Model for Contextual Portfolio Optimization","created":"2025-09-26","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}