{"total":18,"rows":[{"id":"2402.17376","title":"Accelerating Diffusion Sampling with Optimized Time Steps","created":"2024-02-27","cited_by_count":67,"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":"2308.12240","title":"KL Convergence Guarantees for Score diffusion models under minimal data assumptions","created":"2023-08-23","cited_by_count":63,"area":"diffusion"},{"id":"2410.03601","title":"How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework","created":"2024-10-04","cited_by_count":48,"area":"diffusion"},{"id":"2405.15986","title":"Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity","created":"2024-05-24","cited_by_count":42,"area":"diffusion"},{"id":"2501.12982","title":"Low-dimensional adaptation of diffusion models: Convergence in total variation","created":"2025-01-22","cited_by_count":39,"area":"diffusion"},{"id":"2311.13584","title":"On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates","created":"2023-11-22","cited_by_count":25,"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":"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":"2409.08311","title":"Theoretical guarantees in KL for Diffusion Flow Matching","created":"2024-09-12","cited_by_count":14,"area":"diffusion"},{"id":"2311.15996","title":"Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation","created":"2023-11-27","cited_by_count":12,"area":"diffusion"},{"id":"2410.14949","title":"On the Convergence and Straightness of Rectified Flow","created":"2024-10-19","cited_by_count":11,"area":"diffusion"},{"id":"2403.02957","title":"On the Asymptotic Mean Square Error Optimality of Diffusion Models","created":"2024-03-05","cited_by_count":10,"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":"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":"2512.01820","title":"Dimension-free error estimate for diffusion model and optimal scheduling","created":"2025-12-01","cited_by_count":3,"area":"diffusion"},{"id":"2606.06007","title":"Diffusion Models for Adaptive Sequential Data Generation","created":"2026-06-04","cited_by_count":1,"area":"diffusion"}],"next_cursor":null}