{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:EA2CO25GFYVMPZEGQVKBVL2AFO","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"b3eb434b4da99ed37b21b4d4070c778893d3077fa2af932d4de09b181a19e291","cross_cats_sorted":["cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-04T12:07:12Z","title_canon_sha256":"a350d77a7c8fac5a538690042dfd79dda2630fe502a964bcaa8a9e816f48a42b"},"schema_version":"1.0","source":{"id":"2606.06066","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06066","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06066v1","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06066","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_12","alias_value":"EA2CO25GFYVM","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_16","alias_value":"EA2CO25GFYVMPZEG","created_at":"2026-06-05T01:15:31Z"},{"alias_kind":"pith_short_8","alias_value":"EA2CO25G","created_at":"2026-06-05T01:15:31Z"}],"graph_snapshots":[{"event_id":"sha256:628729c24278f2b90d79a711f348aefe8b1f1c11fd6a8db0f63172f409abf44e","target":"graph","created_at":"2026-06-05T01:15:31Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2606.06066/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Typography generation in diffusion models faces a persistent trade-off: enabling precise font control typically degrades text legibility, while maintaining readability often sacrifices typographic fidelity. We present FontFusion, a plug-and-play conditioning framework for Diffusion Transformer (DiT) architectures that resolves this dilemma through three core innovations: (1) a hierarchical token representation establishing explicit text-font relationships at multiple granularities, (2) position-aware embeddings creating spatial bindings between typography and image content, and (3) a multi-lev","authors_text":"Ionut Mironica, Marian Lupascu, Nipun Jindal, Zhaowen Wang","cross_cats":["cs.GR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-04T12:07:12Z","title":"FontFusion: Enhancing Generative Text in Diffusion Models with Typographic Conditioning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06066","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:7981e94ed1aad67b697b51fae7e1e91ccb2f5153073d5130b8006854d5d2c03f","target":"record","created_at":"2026-06-05T01:15:31Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"b3eb434b4da99ed37b21b4d4070c778893d3077fa2af932d4de09b181a19e291","cross_cats_sorted":["cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-04T12:07:12Z","title_canon_sha256":"a350d77a7c8fac5a538690042dfd79dda2630fe502a964bcaa8a9e816f48a42b"},"schema_version":"1.0","source":{"id":"2606.06066","kind":"arxiv","version":1}},"canonical_sha256":"2034276ba62e2ac7e48685541aaf402bb94cfea5a1e38d9470bdc7cc6961e168","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2034276ba62e2ac7e48685541aaf402bb94cfea5a1e38d9470bdc7cc6961e168","first_computed_at":"2026-06-05T01:15:31.954728Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:31.954728Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HvByOSvlWpaLkDYmQFyGzVv0nDT/6Qf/sJxxoRZanK0LimiEyqSp57HHtAuRNJUZYjFKB50AwaQdmtCBM8uKBg==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:31.955166Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06066","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7981e94ed1aad67b697b51fae7e1e91ccb2f5153073d5130b8006854d5d2c03f","sha256:628729c24278f2b90d79a711f348aefe8b1f1c11fd6a8db0f63172f409abf44e"],"state_sha256":"927067c1418f085b28b433077ba82f24740cbc0f5af4c1507218440148fd40ba"}