{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:XJU43JDP2VEHTOJDRZKJZ5HXEV","merge_version":"pith-open-graph-merge-v1","event_count":4,"valid_event_count":4,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"4dee119ae3000b7e95e89f01edad41d275775b6be717220daff1e44ec32b686e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-09T19:28:49Z","title_canon_sha256":"0ae6d5ca8d977fa59ec8ecaa0eaa3c9de0790a43bd030c6aec10e8ae8dce430f"},"schema_version":"1.0","source":{"id":"2608.08874","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.08874","created_at":"2026-08-11T01:25:35Z"},{"alias_kind":"arxiv_version","alias_value":"2608.08874v1","created_at":"2026-08-11T01:25:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.08874","created_at":"2026-08-11T01:25:35Z"},{"alias_kind":"pith_short_12","alias_value":"XJU43JDP2VEH","created_at":"2026-08-11T01:25:35Z"},{"alias_kind":"pith_short_16","alias_value":"XJU43JDP2VEHTOJD","created_at":"2026-08-11T01:25:35Z"},{"alias_kind":"pith_short_8","alias_value":"XJU43JDP","created_at":"2026-08-11T01:25:35Z"}],"graph_snapshots":[{"event_id":"sha256:52b6c446acce6d50634eda58466fca2992b254e56421913d4e86cdb0ed3f74eb","target":"graph","created_at":"2026-08-11T01:25:35Z","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/2608.08874/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Spoken language offers a natural, hands-free interface for specifying an arbitrary target in dense remote-sensing imagery, yet existing referring remote-sensing image segmentation benchmarks accept only written expressions. To bridge this gap, we introduce \\dataset, a spoken-query benchmark derived from RISBench that adds accent- and voice-diverse speech while preserving the original image, mask, and data splits. Its hard evaluation sets combine rotor, wind, and mixed interference with three signal-to-noise levels. We also propose \\model, an efficient bilateral network that combines a boundary","authors_text":"Chenxi Duan, Haoyang Yang, Rui Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-09T19:28:49Z","title":"AeroReformer2: Spoken-Query Referring Segmentation for Aerial Images"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.08874","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:bf7b8e4167a1266a2dc73606cf5bb8057619624161455796ac2f2f09bd89055c","target":"record","created_at":"2026-08-11T01:25:35Z","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":"4dee119ae3000b7e95e89f01edad41d275775b6be717220daff1e44ec32b686e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-09T19:28:49Z","title_canon_sha256":"0ae6d5ca8d977fa59ec8ecaa0eaa3c9de0790a43bd030c6aec10e8ae8dce430f"},"schema_version":"1.0","source":{"id":"2608.08874","kind":"arxiv","version":1}},"canonical_sha256":"ba69cda46fd54879b9238e549cf4f7254dc89f52be36787c51548a858f4664f6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ba69cda46fd54879b9238e549cf4f7254dc89f52be36787c51548a858f4664f6","first_computed_at":"2026-08-11T01:25:35.589017Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-11T01:25:35.589017Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EjlNNaZDLAEKuZqAeslx7wWRngXUAZI043/3wS5bjuZei+f7GVHX7PwoVJ4AmtayVdBDgpDPUDYk181TvtN9BA==","signature_status":"signed_v1","signed_at":"2026-08-11T01:25:35.591685Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.08874","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:3dcd7926a7d3c15e91fe8c3d61cdee969f76c555030d210859a1ae9a92074f0b","sha256:54ff3d5ca12df7c1f31bc268201bea3e30f8fc6b1f452e0618bc0eef3ed32e45"]}],"invalid_events":[],"applied_event_ids":["sha256:bf7b8e4167a1266a2dc73606cf5bb8057619624161455796ac2f2f09bd89055c","sha256:52b6c446acce6d50634eda58466fca2992b254e56421913d4e86cdb0ed3f74eb"],"state_sha256":"446d96e86532d6bea07d077a235f66ae45fa1de9fb5a6104d985f73162bb9dfa"}