{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:Y3QPJERHBOYPTKQ5KQWDUZXIQD","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":"d741ca0a508d0a8abe5227e52429d5a5038c2ffa23bdce9ee3d2afaff5caf470","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-02T17:26:25Z","title_canon_sha256":"35aba0c31e839531b546f29337966e264b2050ce834cb24fe1a91d50be4f62fe"},"schema_version":"1.0","source":{"id":"2501.01368","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.01368","created_at":"2026-07-05T09:56:18Z"},{"alias_kind":"arxiv_version","alias_value":"2501.01368v1","created_at":"2026-07-05T09:56:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.01368","created_at":"2026-07-05T09:56:18Z"},{"alias_kind":"pith_short_12","alias_value":"Y3QPJERHBOYP","created_at":"2026-07-05T09:56:18Z"},{"alias_kind":"pith_short_16","alias_value":"Y3QPJERHBOYPTKQ5","created_at":"2026-07-05T09:56:18Z"},{"alias_kind":"pith_short_8","alias_value":"Y3QPJERH","created_at":"2026-07-05T09:56:18Z"}],"graph_snapshots":[{"event_id":"sha256:0ea3c41ba6b8f29574fe8ee662cd345e939ded525d7efe2256a89597dd9441b3","target":"graph","created_at":"2026-07-05T09:56:18Z","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/2501.01368/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent text-to-image generation favors various forms of spatial conditions, e.g., masks, bounding boxes, and key points. However, the majority of the prior art requires form-specific annotations to fine-tune the original model, leading to poor test-time generalizability. Meanwhile, existing training-free methods work well only with simplified prompts and spatial conditions. In this work, we propose a novel yet generic test-time controllable generation method that aims at natural text prompts and complex conditions. Specifically, we decouple spatial conditions into semantic and geometric condit","authors_text":"B. Liu, J. Bao, J. Yu, L. Chen, S. Zhu, Z. Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-02T17:26:25Z","title":"Test-time Controllable Image Generation by Explicit Spatial Constraint Enforcement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.01368","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:d6b88c7ad17235b7069813f7bc99bde4a73e25241fcb2fff73e24fefd872fb14","target":"record","created_at":"2026-07-05T09:56:18Z","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":"d741ca0a508d0a8abe5227e52429d5a5038c2ffa23bdce9ee3d2afaff5caf470","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-02T17:26:25Z","title_canon_sha256":"35aba0c31e839531b546f29337966e264b2050ce834cb24fe1a91d50be4f62fe"},"schema_version":"1.0","source":{"id":"2501.01368","kind":"arxiv","version":1}},"canonical_sha256":"c6e0f492270bb0f9aa1d542c3a66e880c4bc0bec482464fb3ec655bd662cceb9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c6e0f492270bb0f9aa1d542c3a66e880c4bc0bec482464fb3ec655bd662cceb9","first_computed_at":"2026-07-05T09:56:18.855332Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:56:18.855332Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"x+JpIK+y0dPLiPP3QMbVl1KEzpzXOtKCvLgNPIj4zIlFgO14TBMReILKO5rt4bmeblTQ3XunSq9fjAZB1S8vDw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:56:18.855761Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.01368","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d6b88c7ad17235b7069813f7bc99bde4a73e25241fcb2fff73e24fefd872fb14","sha256:0ea3c41ba6b8f29574fe8ee662cd345e939ded525d7efe2256a89597dd9441b3"],"state_sha256":"32dbb7e33ce3b6d9297ba382bf54842c5f61534edebb7951adb0b16beba6614b"}