{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3HC5PCGOQ225K22U6HMDKULVX3","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":"53ab3841554be5a4f70f2f56a48248306297c9c5e3f97250999746f68de566e3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-29T15:51:12Z","title_canon_sha256":"6ffd3aea9878b02e2e6d7119ccfb24dcd0fbfcfb6964ec2e7f2eb02aacea77a5"},"schema_version":"1.0","source":{"id":"2605.31457","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.31457","created_at":"2026-06-01T02:04:06Z"},{"alias_kind":"arxiv_version","alias_value":"2605.31457v1","created_at":"2026-06-01T02:04:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.31457","created_at":"2026-06-01T02:04:06Z"},{"alias_kind":"pith_short_12","alias_value":"3HC5PCGOQ225","created_at":"2026-06-01T02:04:06Z"},{"alias_kind":"pith_short_16","alias_value":"3HC5PCGOQ225K22U","created_at":"2026-06-01T02:04:06Z"},{"alias_kind":"pith_short_8","alias_value":"3HC5PCGO","created_at":"2026-06-01T02:04:06Z"}],"graph_snapshots":[{"event_id":"sha256:ba03d0a18ce57e63608ee70c1d88ff97bf0af2c30e06b328c8c4fe86b5d06efe","target":"graph","created_at":"2026-06-01T02:04:06Z","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/2605.31457/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"With the rapid advancement of large multimodal models (LMMs), inference-time overhead has become a key bottleneck for real-world deployment. Existing methods typically prune visual tokens at prefill, assuming the required visual evidence remains static during reasoning. However, we empirically show that visual evidence is strongly step-dependent: only a sparse subset of visual tokens is critical at each decoding step, and the critical set evolves across reasoning. Furthermore, we identify a coupled bottleneck where redundant visual context can steer the model toward query-irrelevant regions, l","authors_text":"Hengbo Xu, Shengjie Jin, Yanbiao Ma, Zhiwu Lu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-29T15:51:12Z","title":"VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.31457","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":"sha256:467bbe40167164ea9ccf234d2c7b6aa2c532e164e1a33a6d3aca9a451fb8d395","target":"record","created_at":"2026-06-01T02:04:06Z","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":"53ab3841554be5a4f70f2f56a48248306297c9c5e3f97250999746f68de566e3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-29T15:51:12Z","title_canon_sha256":"6ffd3aea9878b02e2e6d7119ccfb24dcd0fbfcfb6964ec2e7f2eb02aacea77a5"},"schema_version":"1.0","source":{"id":"2605.31457","kind":"arxiv","version":1}},"canonical_sha256":"d9c5d788ce86b5d56b54f1d8355175becc5d3c4e31c80eeeb5652901539c16f2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d9c5d788ce86b5d56b54f1d8355175becc5d3c4e31c80eeeb5652901539c16f2","first_computed_at":"2026-06-01T02:04:06.867200Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-01T02:04:06.867200Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5tqG7HKeokpkBSC75ugT/W9bu+TrvwqBlBcTBaoOvdiF3m0n9UrG+uxpbF9TXqwMUjFXLCVDPN7hWIMKkm5ZDw==","signature_status":"signed_v1","signed_at":"2026-06-01T02:04:06.868053Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.31457","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:467bbe40167164ea9ccf234d2c7b6aa2c532e164e1a33a6d3aca9a451fb8d395","sha256:ba03d0a18ce57e63608ee70c1d88ff97bf0af2c30e06b328c8c4fe86b5d06efe"],"state_sha256":"2bd58c25afac95f9c7a0ad1b085ef9d07914b0bd9dbec3a0e5ffb1081f1c939c"}