{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:IABFTLIV7MTJHU5V53C7A54MWL","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":"efcb9c92790f3aea5203afbd11cc20bf98c81ca697f49c170073bb48f6a3534a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-16T20:26:30Z","title_canon_sha256":"58d545ee83e87bc30a0e7a9cc6ba2070160608495160ebd06bca53f4cd7f0355"},"schema_version":"1.0","source":{"id":"2501.09826","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.09826","created_at":"2026-07-05T10:02:12Z"},{"alias_kind":"arxiv_version","alias_value":"2501.09826v1","created_at":"2026-07-05T10:02:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.09826","created_at":"2026-07-05T10:02:12Z"},{"alias_kind":"pith_short_12","alias_value":"IABFTLIV7MTJ","created_at":"2026-07-05T10:02:12Z"},{"alias_kind":"pith_short_16","alias_value":"IABFTLIV7MTJHU5V","created_at":"2026-07-05T10:02:12Z"},{"alias_kind":"pith_short_8","alias_value":"IABFTLIV","created_at":"2026-07-05T10:02:12Z"}],"graph_snapshots":[{"event_id":"sha256:d37a41db118b16337e8fdacda6215c709dc88831e1caf9837d98620ea0836333","target":"graph","created_at":"2026-07-05T10:02:12Z","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/2501.09826/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in language-guided diffusion models for image editing are often bottle-necked by cumbersome prompt engineering to precisely articulate desired changes. An intuitive alternative calls on guidance from in-the-wild image exemplars to help users bring their imagined edits to life. Contemporary exemplar-based editing methods shy away from leveraging the rich latent space learnt by pre-existing large text-to-image (TTI) models and fall back on training with curated objective functions to achieve the task. Though somewhat effective, this demands significant computational resources","authors_text":"Kaushik Roy, Matthew Shreve, Prateek Singhal, Shristi Das Biswas, Xuelu Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-16T20:26:30Z","title":"PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.09826","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":"sha256:1b874e76a4bc430edd7f4a04903aceb8927cff2db126a2cab3b86e3d86a47405","target":"record","created_at":"2026-07-05T10:02:12Z","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":"efcb9c92790f3aea5203afbd11cc20bf98c81ca697f49c170073bb48f6a3534a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-16T20:26:30Z","title_canon_sha256":"58d545ee83e87bc30a0e7a9cc6ba2070160608495160ebd06bca53f4cd7f0355"},"schema_version":"1.0","source":{"id":"2501.09826","kind":"arxiv","version":1}},"canonical_sha256":"400259ad15fb2693d3b5eec5f0778cb2e7ee6b33225b687ffc093e1bc92b669c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"400259ad15fb2693d3b5eec5f0778cb2e7ee6b33225b687ffc093e1bc92b669c","first_computed_at":"2026-07-05T10:02:12.015027Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:02:12.015027Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jdLT1sbLGxeMWIImSB/kx3uX0sfT+82ZaXbmHxLK0Hg9XQJegXmZTjkpt0XfgIcYD7hHV3xMuwCzcEeKvcEvAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:02:12.015450Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.09826","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1b874e76a4bc430edd7f4a04903aceb8927cff2db126a2cab3b86e3d86a47405","sha256:d37a41db118b16337e8fdacda6215c709dc88831e1caf9837d98620ea0836333"],"state_sha256":"5e727c6ed1d0e8d836a57c6667e908e80e627aaeba031ff1b4d69d46474f4e19"}