{"total":15,"rows":[{"id":"2502.12089","title":"How Compositional Generalization and Creativity Improve as Diffusion Models are Trained","created":"2025-02-17","cited_by_count":25,"area":"diffusion"},{"id":"2505.16959","title":"Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models","created":"2025-05-22","cited_by_count":25,"area":"diffusion"},{"id":"2501.03937","title":"A solvable model of learning generative diffusion: theory and insights","created":"2025-01-07","cited_by_count":14,"area":"diffusion"},{"id":"2508.19897","title":"The Information Dynamics of Generative Diffusion","created":"2025-08-27","cited_by_count":13,"area":"diffusion"},{"id":"2508.06614","title":"Local Diffusion Models and Phases of Data Distributions","created":"2025-08-08","cited_by_count":8,"area":"diffusion"},{"id":"2603.20092","title":"How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models","created":"2026-03-20","cited_by_count":6,"area":"diffusion"},{"id":"2603.03469","title":"Biased Generalization in Diffusion Models","created":"2026-03-03","cited_by_count":4,"area":"diffusion"},{"id":"2602.15914","title":"Steering Dynamical Regimes of Diffusion Models by Breaking Detailed Balance","created":"2026-02-17","cited_by_count":3,"area":"diffusion"},{"id":"2605.04830","title":"Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models","created":"2026-05-06","cited_by_count":2,"area":"diffusion"},{"id":"2605.27006","title":"Sampling Data with Chains of Forward-Backward Diffusion Steps","created":"2026-05-26","cited_by_count":2,"area":"diffusion"},{"id":"2605.27734","title":"Learn from your own latents and not from tokens: A sample-complexity theory","created":"2026-05-26","cited_by_count":2,"area":"diffusion"},{"id":"2605.30642","title":"Diffusion Models Preferentially Memorize Prototypical Examples or: Why Does My Diffusion Model Love Slop?","created":"2026-05-28","cited_by_count":1,"area":"diffusion"},{"id":"2609.20539","title":"Parallelism, critical windows, and separations among diffusion language models","created":"2026-09-17","cited_by_count":1,"area":"diffusion"},{"id":"2604.02415","title":"Generative models on phase space","created":"2026-04-02","cited_by_count":0,"area":"diffusion"},{"id":"2606.19939","title":"DiffMath: Symbol- and Graph-Aware Latent Diffusion Transformer for Handwritten Mathematical Expression Generation","created":"2026-06-18","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}