{"total":14,"rows":[{"id":"2603.22248","title":"Confidence-Based Decoding is Provably Efficient for Diffusion Language Models","created":"2026-03-23","cited_by_count":18,"area":"diffusion"},{"id":"2504.13336","title":"On the minimax optimality of Flow Matching through the connection to kernel density estimation","created":"2025-04-17","cited_by_count":10,"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":"2603.20645","title":"Diffusion Model for Manifold Data: Score Decomposition, Curvature, and Statistical Complexity","created":"2026-03-21","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":"2505.04417","title":"Localized Diffusion Models","created":"2025-05-07","cited_by_count":5,"area":"diffusion"},{"id":"2601.06715","title":"Diffusion Models with Heavy-Tailed Targets: Score Estimation and Sampling Guarantees","created":"2026-01-10","cited_by_count":5,"area":"diffusion"},{"id":"2605.30153","title":"Diffusion Models Are Statistically Optimal for Learning Low-Dimensional Multi-Modal Distributions","created":"2026-05-28","cited_by_count":3,"area":"diffusion"},{"id":"2605.13448","title":"On the Limits of Latent Reuse in Diffusion Models","created":"2026-05-13","cited_by_count":1,"area":"diffusion"},{"id":"2607.04775","title":"Non-asymptotic Convergence of Stochastic Gradient Descent in Score-based Generative Models","created":"2026-07-06","cited_by_count":1,"area":"diffusion"},{"id":"2605.07625","title":"Statistical Convergence of Spherical First Hitting Diffusion Models","created":"2026-05-08","cited_by_count":0,"area":"diffusion"},{"id":"2609.27546","title":"Robustness of Diffusion Models under Distribution Shift","created":"2026-09-23","cited_by_count":0,"area":"diffusion"},{"id":"2609.38918","title":"Flow Matching under Noisy Latent Structure: Beyond Exact Low-Dimensional Support","created":"2026-09-30","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}