{"total":17,"rows":[{"id":"2309.13415","title":"Dream the Impossible: Outlier Imagination with Diffusion Models","created":"2023-09-23","cited_by_count":77,"area":"diffusion"},{"id":"2302.10326","title":"Unsupervised Out-of-Distribution Detection with Diffusion Inpainting","created":"2023-02-20","cited_by_count":59,"area":"diffusion"},{"id":"2308.07687","title":"DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models","created":"2023-08-15","cited_by_count":26,"area":"diffusion"},{"id":"2312.02615","title":"Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models","created":"2023-12-05","cited_by_count":9,"area":"diffusion"},{"id":"2406.11105","title":"Exploiting Diffusion Prior for Out-of-Distribution Detection","created":"2024-06-16","cited_by_count":7,"area":"diffusion"},{"id":"2412.03044","title":"Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection","created":"2024-12-04","cited_by_count":6,"area":"diffusion"},{"id":"2410.17526","title":"GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models","created":"2024-10-23","cited_by_count":5,"area":"diffusion"},{"id":"2510.17131","title":"GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection","created":"2025-10-20","cited_by_count":5,"area":"diffusion"},{"id":"2505.11482","title":"Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models","created":"2025-05-16","cited_by_count":4,"area":"diffusion"},{"id":"2508.00350","title":"BOOD: Boundary-based Out-Of-Distribution Data Generation","created":"2025-08-01","cited_by_count":4,"area":"diffusion"},{"id":"2510.01456","title":"SCOPED: Score-Curvature Out-of-distribution Proximity Evaluator for Diffusion","created":"2025-10-01","cited_by_count":3,"area":"diffusion"},{"id":"2403.01485","title":"Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection","created":"2024-03-03","cited_by_count":2,"area":"diffusion"},{"id":"2406.16525","title":"Enhancing OOD Detection Using Latent Diffusion","created":"2024-06-24","cited_by_count":1,"area":"diffusion"},{"id":"2504.18746","title":"Dream-Box: Object-wise Outlier Generation for Out-of-Distribution Detection","created":"2025-04-25","cited_by_count":1,"area":"diffusion"},{"id":"2602.00191","title":"GEPC: Group-Equivariant Posterior Consistency for Out-of-Distribution Detection in Diffusion Models","created":"2026-01-30","cited_by_count":1,"area":"diffusion"},{"id":"2512.18454","title":"Out-of-Distribution Detection in Molecular Complexes via Diffusion Models for Irregular Graphs","created":"2025-12-20","cited_by_count":0,"area":"diffusion"},{"id":"2602.13061","title":"Native Extrapolation Awareness in Flow-Based Conditional Generation","created":"2026-02-13","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}