{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:K3BYEN6ZCUF6L2WY3WW2MPMNIO","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":"24a17c051f332b63a2852dbaba69e7f94738f249e7f54e1647dad073272ebe49","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-30T17:46:20Z","title_canon_sha256":"2fabaf9032a632acb9323640074242e12e7a2a2d051e588b79f6d5220f400bcb"},"schema_version":"1.0","source":{"id":"2503.23538","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.23538","created_at":"2026-07-05T10:41:37Z"},{"alias_kind":"arxiv_version","alias_value":"2503.23538v1","created_at":"2026-07-05T10:41:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.23538","created_at":"2026-07-05T10:41:37Z"},{"alias_kind":"pith_short_12","alias_value":"K3BYEN6ZCUF6","created_at":"2026-07-05T10:41:37Z"},{"alias_kind":"pith_short_16","alias_value":"K3BYEN6ZCUF6L2WY","created_at":"2026-07-05T10:41:37Z"},{"alias_kind":"pith_short_8","alias_value":"K3BYEN6Z","created_at":"2026-07-05T10:41:37Z"}],"graph_snapshots":[{"event_id":"sha256:638bee275f3fa44ba254cdd13d76a0ef794ab2f47946d5b3f415a0db38ce5234","target":"graph","created_at":"2026-07-05T10:41:37Z","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/2503.23538/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent text-to-image generative models, particularly Stable Diffusion and its distilled variants, have achieved impressive fidelity and strong text-image alignment. However, their creative capability remains constrained, as including `creative' in prompts seldom yields the desired results. This paper introduces C3 (Creative Concept Catalyst), a training-free approach designed to enhance creativity in Stable Diffusion-based models. C3 selectively amplifies features during the denoising process to foster more creative outputs. We offer practical guidelines for choosing amplification factors base","authors_text":"Dahee Kwon, Gayoung Lee, Jaesik Choi, Jiyeon Han, Junho Kim","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-30T17:46:20Z","title":"Enhancing Creative Generation on Stable Diffusion-based Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.23538","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":"sha256:5401dabe3e838ae9fb09cac18637b45a15b49c287882e5973f23c0760090abad","target":"record","created_at":"2026-07-05T10:41:37Z","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":"24a17c051f332b63a2852dbaba69e7f94738f249e7f54e1647dad073272ebe49","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-30T17:46:20Z","title_canon_sha256":"2fabaf9032a632acb9323640074242e12e7a2a2d051e588b79f6d5220f400bcb"},"schema_version":"1.0","source":{"id":"2503.23538","kind":"arxiv","version":1}},"canonical_sha256":"56c38237d9150be5ead8ddada63d8d43980686fc17903f2ccd9d3c4a903dfaeb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"56c38237d9150be5ead8ddada63d8d43980686fc17903f2ccd9d3c4a903dfaeb","first_computed_at":"2026-07-05T10:41:37.990453Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:41:37.990453Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Tei5sCBqg0hKNIxuTGRO8SOEZ+Syio0489Jk+IA1xcVAtYhPVa80bVrPxJ1JTU+zgXptuQjcdlDUQ7ACzNZmDA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:41:37.990923Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.23538","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5401dabe3e838ae9fb09cac18637b45a15b49c287882e5973f23c0760090abad","sha256:638bee275f3fa44ba254cdd13d76a0ef794ab2f47946d5b3f415a0db38ce5234"],"state_sha256":"b2a024e0a7f25b4d1cbdf3f4c908b09d16b70365070ebb2b6150bebd9d1bb66c"}