{"total":15,"rows":[{"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":"2602.06021","title":"Diffusion Model's Generalization Can Be Characterized by Inductive Biases toward a Data-Dependent Ridge Manifold","created":"2026-02-05","cited_by_count":5,"area":"diffusion"},{"id":"2607.02671","title":"Benign Overfitting Does Not Occur in Diffusion Models","created":"2026-07-02","cited_by_count":3,"area":"diffusion"},{"id":"2603.13419","title":"Diffusion Models Memorize in Training -- and Generalize in Inference","created":"2026-03-12","cited_by_count":2,"area":"diffusion"},{"id":"2603.23792","title":"Manifold Generalization Provably Proceeds Memorization in Diffusion Models","created":"2026-03-24","cited_by_count":2,"area":"diffusion"},{"id":"2605.06077","title":"Understanding diffusion models requires rethinking (again) generalization","created":"2026-05-07","cited_by_count":2,"area":"diffusion"},{"id":"2607.17972","title":"DiFA: Inference-Time Forward-Process Alignment for Diffusion Models","created":"2026-07-20","cited_by_count":1,"area":"diffusion"},{"id":"2608.07199","title":"Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models","created":"2026-08-07","cited_by_count":1,"area":"diffusion"},{"id":"2604.18804","title":"Geometric Decoupling: Diagnosing the Structural Instability of Latent","created":"2026-04-20","cited_by_count":0,"area":"diffusion"},{"id":"2605.14276","title":"Training-Free Generative Sampling via Moment-Matched Score Smoothing","created":"2026-05-14","cited_by_count":0,"area":"diffusion"},{"id":"2605.20235","title":"Provably Learning Diffusion Models under the Manifold Hypothesis: Collapse and Refine","created":"2026-05-16","cited_by_count":0,"area":"diffusion"},{"id":"2607.00647","title":"Not All Prediction Targets Keep Training-Free Diffusion Guidance on the Manifold","created":"2026-07-01","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":"2608.20011","title":"Manifold Drift in Flow Preference Optimization: A Root Cause of Reward Hacking","created":"2026-08-20","cited_by_count":0,"area":"diffusion"},{"id":"2608.23094","title":"One Inverse Step is a Convex Program: Bayes-Limit Calibration of Diffusion Inversion","created":"2026-08-24","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}