{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:XXWZ67DM45HINJIAXKZSOXMLZT","short_pith_number":"pith:XXWZ67DM","canonical_record":{"source":{"id":"2506.18346","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-23T07:04:34Z","cross_cats_sorted":[],"title_canon_sha256":"9a5a9733e262d4fccb355c3d840a3264a6e9bd798df3faa24e2c58b60eee0dc2","abstract_canon_sha256":"dc8c39aa0f27363eea2701d38fe66daaf1c71e217dd8213ad1ca0dbf97500723"},"schema_version":"1.0"},"canonical_sha256":"bded9f7c6ce74e86a500bab3275d8bccf93e50a67387d5cd5e8dd4bedec86fef","source":{"kind":"arxiv","id":"2506.18346","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.18346","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"arxiv_version","alias_value":"2506.18346v2","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.18346","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_12","alias_value":"XXWZ67DM45HI","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_16","alias_value":"XXWZ67DM45HINJIA","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_8","alias_value":"XXWZ67DM","created_at":"2026-07-05T11:48:50Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:XXWZ67DM45HINJIAXKZSOXMLZT","target":"record","payload":{"canonical_record":{"source":{"id":"2506.18346","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-23T07:04:34Z","cross_cats_sorted":[],"title_canon_sha256":"9a5a9733e262d4fccb355c3d840a3264a6e9bd798df3faa24e2c58b60eee0dc2","abstract_canon_sha256":"dc8c39aa0f27363eea2701d38fe66daaf1c71e217dd8213ad1ca0dbf97500723"},"schema_version":"1.0"},"canonical_sha256":"bded9f7c6ce74e86a500bab3275d8bccf93e50a67387d5cd5e8dd4bedec86fef","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:48:50.252725Z","signature_b64":"okmI5H/HWh/t6reHsOrxLnILgM1TpWl8c5K6jmOfHLnDSd9rNAKSZpgynFyochD3pLL874NMb/6yIu+W1bX3AA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bded9f7c6ce74e86a500bab3275d8bccf93e50a67387d5cd5e8dd4bedec86fef","last_reissued_at":"2026-07-05T11:48:50.252237Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:48:50.252237Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.18346","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:48:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fiSBxBQzPYuiHvYT6LPw/UUoAAfGX9ZcRBNz1ipun5KEkshef9Zob4uCBxS2+S0UUZR1rO4cjc7KessNdiqgDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T22:39:07.751893Z"},"content_sha256":"ad40b38f4d2d5edce180fd5c5be5dcdfb068dccaaa378ce4ae17f29d34ef3e77","schema_version":"1.0","event_id":"sha256:ad40b38f4d2d5edce180fd5c5be5dcdfb068dccaaa378ce4ae17f29d34ef3e77"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:XXWZ67DM45HINJIAXKZSOXMLZT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Mengen Cai, Pingping Liu, Qiuzhan Zhou, Tongshun Zhang, Yubing Lu, Zijian Zhang","submitted_at":"2025-06-23T07:04:34Z","abstract_excerpt":"Current low-light image enhancement (LLIE) methods face significant limitations in simultaneously improving brightness while preserving semantic consistency, fine details, and computational efficiency. With the emergence of state-space models, particularly Mamba, image restoration has achieved remarkable performance, yet existing visual Mamba approaches flatten 2D images into 1D token sequences using fixed scanning rules, critically limiting interactions between distant tokens with causal relationships and constraining their ability to capture meaningful long-range dependencies. To address the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.18346","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2506.18346/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:48:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xP5W2mJgr58epHbtwMNsW0sYYLUO8M8hM7N0h9lcGYshVB3B5YM6MFSrDOmWhuFviI1QnS71odt1lZmE3B5PDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-12T22:39:07.752390Z"},"content_sha256":"8b8b118c8084f9479695ea67143169ed9642de7811a9809cd24ab522360e625f","schema_version":"1.0","event_id":"sha256:8b8b118c8084f9479695ea67143169ed9642de7811a9809cd24ab522360e625f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XXWZ67DM45HINJIAXKZSOXMLZT/bundle.json","state_url":"https://pith.science/pith/XXWZ67DM45HINJIAXKZSOXMLZT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XXWZ67DM45HINJIAXKZSOXMLZT/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-12T22:39:07Z","links":{"resolver":"https://pith.science/pith/XXWZ67DM45HINJIAXKZSOXMLZT","bundle":"https://pith.science/pith/XXWZ67DM45HINJIAXKZSOXMLZT/bundle.json","state":"https://pith.science/pith/XXWZ67DM45HINJIAXKZSOXMLZT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XXWZ67DM45HINJIAXKZSOXMLZT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XXWZ67DM45HINJIAXKZSOXMLZT","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":"dc8c39aa0f27363eea2701d38fe66daaf1c71e217dd8213ad1ca0dbf97500723","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-23T07:04:34Z","title_canon_sha256":"9a5a9733e262d4fccb355c3d840a3264a6e9bd798df3faa24e2c58b60eee0dc2"},"schema_version":"1.0","source":{"id":"2506.18346","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.18346","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"arxiv_version","alias_value":"2506.18346v2","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.18346","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_12","alias_value":"XXWZ67DM45HI","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_16","alias_value":"XXWZ67DM45HINJIA","created_at":"2026-07-05T11:48:50Z"},{"alias_kind":"pith_short_8","alias_value":"XXWZ67DM","created_at":"2026-07-05T11:48:50Z"}],"graph_snapshots":[{"event_id":"sha256:8b8b118c8084f9479695ea67143169ed9642de7811a9809cd24ab522360e625f","target":"graph","created_at":"2026-07-05T11:48:50Z","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/2506.18346/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Current low-light image enhancement (LLIE) methods face significant limitations in simultaneously improving brightness while preserving semantic consistency, fine details, and computational efficiency. With the emergence of state-space models, particularly Mamba, image restoration has achieved remarkable performance, yet existing visual Mamba approaches flatten 2D images into 1D token sequences using fixed scanning rules, critically limiting interactions between distant tokens with causal relationships and constraining their ability to capture meaningful long-range dependencies. To address the","authors_text":"Mengen Cai, Pingping Liu, Qiuzhan Zhou, Tongshun Zhang, Yubing Lu, Zijian Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-23T07:04:34Z","title":"BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.18346","kind":"arxiv","version":2},"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:ad40b38f4d2d5edce180fd5c5be5dcdfb068dccaaa378ce4ae17f29d34ef3e77","target":"record","created_at":"2026-07-05T11:48:50Z","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":"dc8c39aa0f27363eea2701d38fe66daaf1c71e217dd8213ad1ca0dbf97500723","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-23T07:04:34Z","title_canon_sha256":"9a5a9733e262d4fccb355c3d840a3264a6e9bd798df3faa24e2c58b60eee0dc2"},"schema_version":"1.0","source":{"id":"2506.18346","kind":"arxiv","version":2}},"canonical_sha256":"bded9f7c6ce74e86a500bab3275d8bccf93e50a67387d5cd5e8dd4bedec86fef","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bded9f7c6ce74e86a500bab3275d8bccf93e50a67387d5cd5e8dd4bedec86fef","first_computed_at":"2026-07-05T11:48:50.252237Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:48:50.252237Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"okmI5H/HWh/t6reHsOrxLnILgM1TpWl8c5K6jmOfHLnDSd9rNAKSZpgynFyochD3pLL874NMb/6yIu+W1bX3AA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:48:50.252725Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.18346","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ad40b38f4d2d5edce180fd5c5be5dcdfb068dccaaa378ce4ae17f29d34ef3e77","sha256:8b8b118c8084f9479695ea67143169ed9642de7811a9809cd24ab522360e625f"],"state_sha256":"f004687d81279b9a3db10d04ad72c1dd979b4754c0d74abb4bc81d2bcb6cafc2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Foi1/D6h94PYr9aqawrBag7vn4RC0Fbt3wBMxbyuA9Lr7fPYXf1IpC+b8RabFsSZxsyD2CxKVSFJuGTWyJ8mAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-12T22:39:07.757764Z","bundle_sha256":"e366d77db8d46fbda7f966389c97db09992624f32ec1819f9b9274c9593ac05e"}}