{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:KLPB7XL37366SDZ5C4D3ZDWSGT","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":"4c47b3a88f335d7023d4fe40ec5fb2e4044c53679894f4dcb004e4edf8f84456","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-06T17:59:06Z","title_canon_sha256":"5cc07e09594f8de805c78663639aff6054ed5cd1b341070b95946f02264d3e52"},"schema_version":"1.0","source":{"id":"2506.06279","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.06279","created_at":"2026-07-05T11:17:28Z"},{"alias_kind":"arxiv_version","alias_value":"2506.06279v1","created_at":"2026-07-05T11:17:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.06279","created_at":"2026-07-05T11:17:28Z"},{"alias_kind":"pith_short_12","alias_value":"KLPB7XL37366","created_at":"2026-07-05T11:17:28Z"},{"alias_kind":"pith_short_16","alias_value":"KLPB7XL37366SDZ5","created_at":"2026-07-05T11:17:28Z"},{"alias_kind":"pith_short_8","alias_value":"KLPB7XL3","created_at":"2026-07-05T11:17:28Z"}],"graph_snapshots":[{"event_id":"sha256:130a53b173c6e11762a6a80840bac20a9af722388b00415f80dbd21331174d75","target":"graph","created_at":"2026-07-05T11:17:28Z","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/2506.06279/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in Large Vision-Language Models built upon Large Language Models have established aligning visual features with LLM representations as the dominant paradigm. However, inherited LLM architectural designs introduce suboptimal characteristics for multimodal processing. First, LVLMs exhibit a bimodal distribution in attention allocation, leading to the progressive neglect of middle visual content as context expands. Second, conventional positional encoding schemes fail to preserve vital 2D structural relationships when processing dynamic high-resolution images. To address these","authors_text":"Jifeng Dai, Shi Liu, Weijie Su, Wenhai Wang, Xizhou Zhu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-06T17:59:06Z","title":"CoMemo: LVLMs Need Image Context with Image Memory"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.06279","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:da8e5917952b70f9dfb20e24564e6c9e6ad927bacf41452bdf3a6b9486cc387f","target":"record","created_at":"2026-07-05T11:17:28Z","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":"4c47b3a88f335d7023d4fe40ec5fb2e4044c53679894f4dcb004e4edf8f84456","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-06T17:59:06Z","title_canon_sha256":"5cc07e09594f8de805c78663639aff6054ed5cd1b341070b95946f02264d3e52"},"schema_version":"1.0","source":{"id":"2506.06279","kind":"arxiv","version":1}},"canonical_sha256":"52de1fdd7bfefde90f3d1707bc8ed234e8afde800cbe6bcd2506ac97377ef179","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"52de1fdd7bfefde90f3d1707bc8ed234e8afde800cbe6bcd2506ac97377ef179","first_computed_at":"2026-07-05T11:17:28.567058Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:28.567058Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FJw0zj0QiOxBvvduvqVq7lIgqysv4EI8fm680KVBSubnsoqsUefWE/ibGHP6vADXBz0PAeekVhm3pxS/jUQWCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:28.567511Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.06279","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:da8e5917952b70f9dfb20e24564e6c9e6ad927bacf41452bdf3a6b9486cc387f","sha256:130a53b173c6e11762a6a80840bac20a9af722388b00415f80dbd21331174d75"],"state_sha256":"7df581613ad3682633f8973842d54b1a5ee22946b5f01405c1d4f7daa3ed3d8b"}