{"work":{"id":"8d093768-810c-4001-906b-d7feae97c429","openalex_id":"https://openalex.org/W6948114292","doi":"10.48550/arxiv.2505.17638","arxiv_id":"2505.17638","raw_key":null,"title":"arXiv preprint arXiv:2505.17638 , year=","authors":null,"authors_text":"Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training , author=","year":2025,"venue":"HAL (Le Centre pour la Communication Scientifique Directe)","abstract":null,"external_url":"https://arxiv.org/abs/2505.17638","cited_by_count":2,"metadata_source":"arxiv_reference","metadata_fetched_at":"2026-08-05T02:28:24.338817+00:00","pith_arxiv_id":null,"created_at":"2026-05-09T06:25:45.735541+00:00","updated_at":"2026-08-05T02:28:24.338817+00:00","title_quality_ok":false,"display_title":"& Mézard, M.Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in TrainingarXiv:2505.17638 [cs]","render_title":"& Mézard, M.Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in TrainingarXiv:2505.17638 [cs]"},"hub":{"state":{"work_id":"8d093768-810c-4001-906b-d7feae97c429","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":16,"external_cited_by_count":2,"distinct_field_count":6,"first_pith_cited_at":"2026-03-12T21:02:17+00:00","last_pith_cited_at":"2026-07-01T15:13:12+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-08-21T21:10:22.504475+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":1},{"context_role":"method","n":1}],"polarity_counts":[{"context_polarity":"background","n":1},{"context_polarity":"use_method","n":1}],"runs":{},"summary":{},"graph":{},"authors":[]}}