{"total":22,"rows":[{"id":"2401.17958","title":"Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances","created":"2024-01-31","cited_by_count":56,"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":"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":"2509.16756","title":"Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees","created":"2025-09-20","cited_by_count":20,"area":"diffusion"},{"id":"2402.13901","title":"Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach","created":"2024-02-21","cited_by_count":19,"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":"2409.03924","title":"Generating High Dimensional User-Specific Wireless Channels using Diffusion Models","created":"2024-09-05","cited_by_count":14,"area":"diffusion"},{"id":"2412.11251","title":"Wasserstein Bounds for generative diffusion models with Gaussian tail targets","created":"2024-12-15","cited_by_count":10,"area":"diffusion"},{"id":"2506.09681","title":"Assessing the Quality of Denoising Diffusion Models in Wasserstein Distance: Noisy Score and Optimal Bounds","created":"2025-06-11","cited_by_count":9,"area":"diffusion"},{"id":"2410.13746","title":"Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers","created":"2024-10-17","cited_by_count":7,"area":"diffusion"},{"id":"2510.17608","title":"Non-asymptotic error bounds for probability flow ODEs under weak log-concavity","created":"2025-10-20","cited_by_count":7,"area":"diffusion"},{"id":"2511.04844","title":"Sublinear iterations can suffice even for DDPMs","created":"2025-11-06","cited_by_count":7,"area":"diffusion"},{"id":"2509.02337","title":"Distribution estimation via Flow Matching with Lipschitz guarantees","created":"2025-09-02","cited_by_count":6,"area":"diffusion"},{"id":"2511.02419","title":"Wasserstein Convergence of Critically Damped Langevin Diffusions","created":"2025-11-04","cited_by_count":6,"area":"diffusion"},{"id":"2411.01629","title":"Denoising Diffusions with Optimal Transport: Localization, Curvature, and Multi-Scale Complexity","created":"2024-11-03","cited_by_count":5,"area":"diffusion"},{"id":"2601.01475","title":"Multi-Subspace Multi-Modal Modeling for Diffusion Models: Estimation, Convergence and Mixture of Experts","created":"2026-01-04","cited_by_count":1,"area":"diffusion"},{"id":"2601.21943","title":"Entropy-Based Dimension-Free Convergence and Loss-Adaptive Schedules for Diffusion Models","created":"2026-01-29","cited_by_count":1,"area":"diffusion"},{"id":"2603.19158","title":"Adaptive Auxiliary Prompt Blending for Target-Faithful Diffusion Generation","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2606.16610","title":"Diffusion Flow Matching: Dimension-Improved KL Bounds and Wasserstein Guarantees","created":"2026-06-15","cited_by_count":0,"area":"diffusion"},{"id":"2607.04442","title":"Tightening the Score Matching Gap for Diffusion Models","created":"2026-07-05","cited_by_count":0,"area":"diffusion"},{"id":"2610.14133","title":"A Stochastic Analysis Perspective on Diffusion Models","created":"2026-10-09","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}