{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZRBXEEZS7WPY2BH2OHD4LBPMWD","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":"534dbbb98d0a28030aefd362cdb5faa082ffb956c53f4a03b57c6762e9a2c7ac","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T17:53:58Z","title_canon_sha256":"dc190fcdbe210b92f29af8874fcb88503fae0acd3bacde6ad0bb2c5aa6f442ec"},"schema_version":"1.0","source":{"id":"2607.06552","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.06552","created_at":"2026-07-08T01:19:29Z"},{"alias_kind":"arxiv_version","alias_value":"2607.06552v1","created_at":"2026-07-08T01:19:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.06552","created_at":"2026-07-08T01:19:29Z"},{"alias_kind":"pith_short_12","alias_value":"ZRBXEEZS7WPY","created_at":"2026-07-08T01:19:29Z"},{"alias_kind":"pith_short_16","alias_value":"ZRBXEEZS7WPY2BH2","created_at":"2026-07-08T01:19:29Z"},{"alias_kind":"pith_short_8","alias_value":"ZRBXEEZS","created_at":"2026-07-08T01:19:29Z"}],"graph_snapshots":[{"event_id":"sha256:1c8e3f070cbe5f9345e3567cb7a6297e9e08b6e84557c044b83f4e79361395c1","target":"graph","created_at":"2026-07-08T01:19:29Z","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/2607.06552/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Infrared remote-sensing imagery captures intensity structure, object-background contrast, and illumination-invariant cues often invisible in RGB imagery. Yet, most remote-sensing vision-language resources and models focus on visible-band semantics, leaving infrared vision-language understanding underexplored. We introduce MonoIR-RS, a large-scale infrared remote-sensing vision-language dataset and benchmark that couples IR-aware data construction with CLIP-style contrastive adaptation and VLM instruction tuning. Built from the same source pool and split as FusionRS, MonoIR-RS retains the infra","authors_text":"Chengyin Hu, Jiahuan Long, Jiaju Han, Luwei Yang, Ma Yaqi, Qike Zhang, Xiang Chen, Xin Li, Xuemeng Sun, Yahui Chai, Yingying Zhao","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T17:53:58Z","title":"MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.06552","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":"sha256:2f148733380b68d999f2f26c8a5f2dd476844811000120c1993a36c414a077ac","target":"record","created_at":"2026-07-08T01:19:29Z","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":"534dbbb98d0a28030aefd362cdb5faa082ffb956c53f4a03b57c6762e9a2c7ac","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T17:53:58Z","title_canon_sha256":"dc190fcdbe210b92f29af8874fcb88503fae0acd3bacde6ad0bb2c5aa6f442ec"},"schema_version":"1.0","source":{"id":"2607.06552","kind":"arxiv","version":1}},"canonical_sha256":"cc43721332fd9f8d04fa71c7c585ecb0ecef349e3e1c89241cda0ec98e56bb36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cc43721332fd9f8d04fa71c7c585ecb0ecef349e3e1c89241cda0ec98e56bb36","first_computed_at":"2026-07-08T01:19:29.724875Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-08T01:19:29.724875Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KX5PMOqcmG4UeEFKbLdLdlQVmtQAKouWLhF3BF+jwn8UoKDqzsQ3TyFg/7OsyvRC1Kyy/G3Ys8J6cZWoeCy7Cg==","signature_status":"signed_v1","signed_at":"2026-07-08T01:19:29.725354Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.06552","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2f148733380b68d999f2f26c8a5f2dd476844811000120c1993a36c414a077ac","sha256:1c8e3f070cbe5f9345e3567cb7a6297e9e08b6e84557c044b83f4e79361395c1"],"state_sha256":"684a7a51f480b48250ffbbc5cfadeb9f595022c6a20bb380d7bb2606d28def57"}