{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:JWJP6N57BRPBNX3LDZS7OESSCV","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":"881c7d6dfd042209ac7a3d29d6ab9253ca391957a5bcc42f8d7b301232d3ff3a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-07T08:13:40Z","title_canon_sha256":"c17863cce007ba60da7e968a189ddce49d7ec1773306635f1f21c23af62350dd"},"schema_version":"1.0","source":{"id":"2608.06939","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.06939","created_at":"2026-08-10T01:12:35Z"},{"alias_kind":"arxiv_version","alias_value":"2608.06939v1","created_at":"2026-08-10T01:12:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.06939","created_at":"2026-08-10T01:12:35Z"},{"alias_kind":"pith_short_12","alias_value":"JWJP6N57BRPB","created_at":"2026-08-10T01:12:35Z"},{"alias_kind":"pith_short_16","alias_value":"JWJP6N57BRPBNX3L","created_at":"2026-08-10T01:12:35Z"},{"alias_kind":"pith_short_8","alias_value":"JWJP6N57","created_at":"2026-08-10T01:12:35Z"}],"graph_snapshots":[{"event_id":"sha256:ddbf3b718e8c1890ba0d8a70d5f16207fae2e0ef295a532ee219a04d68ba5d05","target":"graph","created_at":"2026-08-10T01:12:35Z","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/2608.06939/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Adverse weather causes diverse and complex image degradations, severely compromising the reliability of computer vision systems. Existing all-in-one restoration models attempt to address multiple degradation types within a unified framework, but often lack explicit spatial and semantic modeling of degradation characteristics, limiting their adaptability to diverse weather conditions. To address this limitation, we propose a Degradation-Aware Cross-Modal Prompt Compensation Network (DCMPC-Net) that leverages cross-modal degradation cues from a pretrained vision-language model to condition resto","authors_text":"Cong Wang, Jing Qin, Jinshan Pan, Kin-man Lam, Liyan Wang, Wanshu Fan, Yue Shen, Yunzhe Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-07T08:13:40Z","title":"Degradation-Aware Prompt Learning with Cross-Modal Compensation for Adverse Weather Removal"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.06939","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:c0983375e41dba0fc3210af665730168569b087839b640e061e5800f11bd550e","target":"record","created_at":"2026-08-10T01:12:35Z","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":"881c7d6dfd042209ac7a3d29d6ab9253ca391957a5bcc42f8d7b301232d3ff3a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-07T08:13:40Z","title_canon_sha256":"c17863cce007ba60da7e968a189ddce49d7ec1773306635f1f21c23af62350dd"},"schema_version":"1.0","source":{"id":"2608.06939","kind":"arxiv","version":1}},"canonical_sha256":"4d92ff37bf0c5e16df6b1e65f712521561541f99fb2d1e3f88bdb8e17572b40c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4d92ff37bf0c5e16df6b1e65f712521561541f99fb2d1e3f88bdb8e17572b40c","first_computed_at":"2026-08-10T01:12:35.441367Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-10T01:12:35.441367Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Uox3DnaQEr+ZDuQEXvHRwGdf/cu5VsFwtdteHUTaclFbhzttNzvVNV0LB9fiIL4W/2OEtnrzKq8mJQmhTKNzCQ==","signature_status":"signed_v1","signed_at":"2026-08-10T01:12:35.443829Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.06939","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c0983375e41dba0fc3210af665730168569b087839b640e061e5800f11bd550e","sha256:ddbf3b718e8c1890ba0d8a70d5f16207fae2e0ef295a532ee219a04d68ba5d05"],"state_sha256":"0cb59ae0dab0c822dca914de07447772e9628f1594ba292c2362c31428befa83"}