{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:UFH6VTDTEP5PEVFPS533BO4M7A","short_pith_number":"pith:UFH6VTDT","schema_version":"1.0","canonical_sha256":"a14feacc7323faf254af9777b0bb8cf81ff9d1bb14c3b1e88f553850b54ab29e","source":{"kind":"arxiv","id":"2402.05804","version":4},"attestation_state":"computed","paper":{"title":"InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Andrii Maksai, Arina Rak, Blagoj Mitrevski, Chengkun Li, Claudiu Musat, Jesse Berent, Julian Schnitzler","submitted_at":"2024-02-08T16:41:41Z","abstract_excerpt":"Digital note-taking is gaining popularity, offering a durable, editable, and easily indexable way of storing notes in a vectorized form, known as digital ink. However, a substantial gap remains between this way of note-taking and traditional pen-and-paper note-taking, a practice that is still favored by a vast majority. Our work InkSight, aims to bridge the gap by empowering physical note-takers to effortlessly convert their work (offline handwriting) to digital ink (online handwriting), a process we refer to as derendering. Prior research on the topic has focused on the geometric properties o"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2402.05804","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-08T16:41:41Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6bbe395cc2077b11c8a9fe0b51d2aeae248cbb21a0d1cc5bf877d5a60bc448bf","abstract_canon_sha256":"e6f8b32d478aedcfec1671f03d41737371a27c7c0715693772c397ce812eaac6"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:22:29.673037Z","signature_b64":"1jbxs7+WIyUG+zXWvjctzZR6L99ECA43Tyj5O/cS18jw8wbpJriOn3iGA2T70Opdz6gwSX/gZZNU15oB5b1LCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a14feacc7323faf254af9777b0bb8cf81ff9d1bb14c3b1e88f553850b54ab29e","last_reissued_at":"2026-07-05T11:22:29.672538Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:22:29.672538Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Andrii Maksai, Arina Rak, Blagoj Mitrevski, Chengkun Li, Claudiu Musat, Jesse Berent, Julian Schnitzler","submitted_at":"2024-02-08T16:41:41Z","abstract_excerpt":"Digital note-taking is gaining popularity, offering a durable, editable, and easily indexable way of storing notes in a vectorized form, known as digital ink. However, a substantial gap remains between this way of note-taking and traditional pen-and-paper note-taking, a practice that is still favored by a vast majority. Our work InkSight, aims to bridge the gap by empowering physical note-takers to effortlessly convert their work (offline handwriting) to digital ink (online handwriting), a process we refer to as derendering. Prior research on the topic has focused on the geometric properties o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.05804","kind":"arxiv","version":4},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2402.05804/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2402.05804","created_at":"2026-07-05T11:22:29.672597+00:00"},{"alias_kind":"arxiv_version","alias_value":"2402.05804v4","created_at":"2026-07-05T11:22:29.672597+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.05804","created_at":"2026-07-05T11:22:29.672597+00:00"},{"alias_kind":"pith_short_12","alias_value":"UFH6VTDTEP5P","created_at":"2026-07-05T11:22:29.672597+00:00"},{"alias_kind":"pith_short_16","alias_value":"UFH6VTDTEP5PEVFP","created_at":"2026-07-05T11:22:29.672597+00:00"},{"alias_kind":"pith_short_8","alias_value":"UFH6VTDT","created_at":"2026-07-05T11:22:29.672597+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":1,"internal_anchor_count":1,"sample":[{"citing_arxiv_id":"2608.12064","citing_title":"Draw This First","ref_index":10,"is_internal_anchor":true}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A","json":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A.json","graph_json":"https://pith.science/api/pith-number/UFH6VTDTEP5PEVFPS533BO4M7A/graph.json","events_json":"https://pith.science/api/pith-number/UFH6VTDTEP5PEVFPS533BO4M7A/events.json","paper":"https://pith.science/paper/UFH6VTDT"},"agent_actions":{"view_html":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A","download_json":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A.json","view_paper":"https://pith.science/paper/UFH6VTDT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2402.05804&json=true","fetch_graph":"https://pith.science/api/pith-number/UFH6VTDTEP5PEVFPS533BO4M7A/graph.json","fetch_events":"https://pith.science/api/pith-number/UFH6VTDTEP5PEVFPS533BO4M7A/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A/action/timestamp_anchor","attest_storage":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A/action/storage_attestation","attest_author":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A/action/author_attestation","sign_citation":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A/action/citation_signature","submit_replication":"https://pith.science/pith/UFH6VTDTEP5PEVFPS533BO4M7A/action/replication_record"}},"created_at":"2026-07-05T11:22:29.672597+00:00","updated_at":"2026-07-05T11:22:29.672597+00:00"}