{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:GGDWAXHT4SBWNNQSJK2PWILUVH","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":"1881b443fe06cf7e29084a776c37992557039c08db075b5c188088d55274bf9d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-24T16:33:26Z","title_canon_sha256":"590be349feed5aa5d22fda1add77f088b5d268bd6d1fc6fdf46c89ca7b4467fa"},"schema_version":"1.0","source":{"id":"2408.13623","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.13623","created_at":"2026-07-05T11:51:17Z"},{"alias_kind":"arxiv_version","alias_value":"2408.13623v3","created_at":"2026-07-05T11:51:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.13623","created_at":"2026-07-05T11:51:17Z"},{"alias_kind":"pith_short_12","alias_value":"GGDWAXHT4SBW","created_at":"2026-07-05T11:51:17Z"},{"alias_kind":"pith_short_16","alias_value":"GGDWAXHT4SBWNNQS","created_at":"2026-07-05T11:51:17Z"},{"alias_kind":"pith_short_8","alias_value":"GGDWAXHT","created_at":"2026-07-05T11:51:17Z"}],"graph_snapshots":[{"event_id":"sha256:c01fc29333b4a6b0ae642d88276e3bf26a68c2411569fd5810a7bb9869ee3f67","target":"graph","created_at":"2026-07-05T11:51:17Z","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/2408.13623/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While text-driven diffusion models demonstrate remarkable performance in image editing, the critical components of their text embeddings remain underexplored. The ambiguity and entanglement of these embeddings pose challenges for precise editing. In this paper, we provide a comprehensive analysis of text embeddings in Stable Diffusion XL, offering three key insights: (1) \\textit{aug embedding}~\\footnote{\\textit{aug embedding} is obtained by combining the pooled output of the final text encoder with the timestep embeddings. https://github.com/huggingface/diffusers} retains complete textual sema","authors_text":"Jing Wang, Shuting He, Tian Zhang, Yinglin Wang, Yitong Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-24T16:33:26Z","title":"Prompt-Softbox-Prompt: A Free-Text Embedding Control for Image Editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.13623","kind":"arxiv","version":3},"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":"sha256:4a66ac91541579ad2f30eb4d1a945b48b8cd8a8bc0af740886440304f8576573","target":"record","created_at":"2026-07-05T11:51:17Z","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":"1881b443fe06cf7e29084a776c37992557039c08db075b5c188088d55274bf9d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-24T16:33:26Z","title_canon_sha256":"590be349feed5aa5d22fda1add77f088b5d268bd6d1fc6fdf46c89ca7b4467fa"},"schema_version":"1.0","source":{"id":"2408.13623","kind":"arxiv","version":3}},"canonical_sha256":"3187605cf3e48366b6124ab4fb2174a9d98e70d48849cfab1c248699eec27703","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3187605cf3e48366b6124ab4fb2174a9d98e70d48849cfab1c248699eec27703","first_computed_at":"2026-07-05T11:51:17.068541Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:51:17.068541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aEoQxuv2YQ6/8+jc1EYgaNGMOwJ7xGjHMWOv8zL1LujZR1HFXzfuo0kPQHfUNEhTpxSLOWxwXobGq9efaqL8CA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:51:17.069166Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.13623","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4a66ac91541579ad2f30eb4d1a945b48b8cd8a8bc0af740886440304f8576573","sha256:c01fc29333b4a6b0ae642d88276e3bf26a68c2411569fd5810a7bb9869ee3f67"],"state_sha256":"ffafc1b114037eba284b1c8f676712ef01224c5e3b94e73eb1ba53ba97e5cce4"}