{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:PLT6KBHAMX6NWMKSJO5L7XLRXJ","short_pith_number":"pith:PLT6KBHA","canonical_record":{"source":{"id":"2411.15241","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-22T02:02:06Z","cross_cats_sorted":[],"title_canon_sha256":"d18246cca2816f19b53b234d8e136d621d40b43a4d2baa42f07d96e91f6630b4","abstract_canon_sha256":"4c72b3987e9bb19e660cdd915a355174d7b8456a4d1701b5fb4e62fea7029cb9"},"schema_version":"1.0"},"canonical_sha256":"7ae7e504e065fcdb31524bbabfdd71ba4a56824636622b18af08acf929aefed4","source":{"kind":"arxiv","id":"2411.15241","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.15241","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"arxiv_version","alias_value":"2411.15241v2","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.15241","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_12","alias_value":"PLT6KBHAMX6N","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_16","alias_value":"PLT6KBHAMX6NWMKS","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_8","alias_value":"PLT6KBHA","created_at":"2026-07-05T10:37:38Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:PLT6KBHAMX6NWMKSJO5L7XLRXJ","target":"record","payload":{"canonical_record":{"source":{"id":"2411.15241","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-22T02:02:06Z","cross_cats_sorted":[],"title_canon_sha256":"d18246cca2816f19b53b234d8e136d621d40b43a4d2baa42f07d96e91f6630b4","abstract_canon_sha256":"4c72b3987e9bb19e660cdd915a355174d7b8456a4d1701b5fb4e62fea7029cb9"},"schema_version":"1.0"},"canonical_sha256":"7ae7e504e065fcdb31524bbabfdd71ba4a56824636622b18af08acf929aefed4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:37:38.260490Z","signature_b64":"CbYGTT6YAnvOo8KlB9OQVPYBsKV+lLDu3onyBarhxxSW09Xbikzo3woh7Hv28XEz7ulUH5JByo9J1CmyjDFDBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7ae7e504e065fcdb31524bbabfdd71ba4a56824636622b18af08acf929aefed4","last_reissued_at":"2026-07-05T10:37:38.259917Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:37:38.259917Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.15241","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":"2026-07-05T10:37:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FbiAtCoOR3wiD6po8vFQYbwUemBY4f6rk96W2W90vfXluVMTXSnGLRHU356AX1MkcXDbBpT/7vm5ISYfT95cCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T05:25:26.535942Z"},"content_sha256":"b51acba4e18c177c4bc9f310c1cc61fc53938decfd40b1d0519adba94695cacf","schema_version":"1.0","event_id":"sha256:b51acba4e18c177c4bc9f310c1cc61fc53938decfd40b1d0519adba94695cacf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:PLT6KBHAMX6NWMKSJO5L7XLRXJ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Hyunwoo J. Kim, Joonmyung Choi, Sanghyeok Lee","submitted_at":"2024-11-22T02:02:06Z","abstract_excerpt":"For the deployment of neural networks in resource-constrained environments, prior works have built lightweight architectures with convolution and attention for capturing local and global dependencies, respectively. Recently, the state space model (SSM) has emerged as an effective operation for global interaction with its favorable linear computational cost in the number of tokens. To harness the efficacy of SSM, we introduce Efficient Vision Mamba (EfficientViM), a novel architecture built on hidden state mixer-based state space duality (HSM-SSD) that efficiently captures global dependencies w"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.15241","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/2411.15241/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":"2026-07-05T10:37:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"IICrlAfDg3+0veK9XW40ab3c+ZPcynD2M50Z61rjJT7a7yAtuDsgWQbxpVFjpbbkjVgBtu6XsGde717k+YUCDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T05:25:26.536442Z"},"content_sha256":"1db3c8de80f52cd6bc2504ba2b3790187e5a2264f664cecb9a479f1cac129947","schema_version":"1.0","event_id":"sha256:1db3c8de80f52cd6bc2504ba2b3790187e5a2264f664cecb9a479f1cac129947"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/bundle.json","state_url":"https://pith.science/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/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":"2026-08-09T05:25:26Z","links":{"resolver":"https://pith.science/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ","bundle":"https://pith.science/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/bundle.json","state":"https://pith.science/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PLT6KBHAMX6NWMKSJO5L7XLRXJ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PLT6KBHAMX6NWMKSJO5L7XLRXJ","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":"4c72b3987e9bb19e660cdd915a355174d7b8456a4d1701b5fb4e62fea7029cb9","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-22T02:02:06Z","title_canon_sha256":"d18246cca2816f19b53b234d8e136d621d40b43a4d2baa42f07d96e91f6630b4"},"schema_version":"1.0","source":{"id":"2411.15241","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.15241","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"arxiv_version","alias_value":"2411.15241v2","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.15241","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_12","alias_value":"PLT6KBHAMX6N","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_16","alias_value":"PLT6KBHAMX6NWMKS","created_at":"2026-07-05T10:37:38Z"},{"alias_kind":"pith_short_8","alias_value":"PLT6KBHA","created_at":"2026-07-05T10:37:38Z"}],"graph_snapshots":[{"event_id":"sha256:1db3c8de80f52cd6bc2504ba2b3790187e5a2264f664cecb9a479f1cac129947","target":"graph","created_at":"2026-07-05T10:37:38Z","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/2411.15241/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"For the deployment of neural networks in resource-constrained environments, prior works have built lightweight architectures with convolution and attention for capturing local and global dependencies, respectively. Recently, the state space model (SSM) has emerged as an effective operation for global interaction with its favorable linear computational cost in the number of tokens. To harness the efficacy of SSM, we introduce Efficient Vision Mamba (EfficientViM), a novel architecture built on hidden state mixer-based state space duality (HSM-SSD) that efficiently captures global dependencies w","authors_text":"Hyunwoo J. Kim, Joonmyung Choi, Sanghyeok Lee","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-22T02:02:06Z","title":"EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.15241","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:b51acba4e18c177c4bc9f310c1cc61fc53938decfd40b1d0519adba94695cacf","target":"record","created_at":"2026-07-05T10:37:38Z","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":"4c72b3987e9bb19e660cdd915a355174d7b8456a4d1701b5fb4e62fea7029cb9","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-22T02:02:06Z","title_canon_sha256":"d18246cca2816f19b53b234d8e136d621d40b43a4d2baa42f07d96e91f6630b4"},"schema_version":"1.0","source":{"id":"2411.15241","kind":"arxiv","version":2}},"canonical_sha256":"7ae7e504e065fcdb31524bbabfdd71ba4a56824636622b18af08acf929aefed4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7ae7e504e065fcdb31524bbabfdd71ba4a56824636622b18af08acf929aefed4","first_computed_at":"2026-07-05T10:37:38.259917Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:37:38.259917Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CbYGTT6YAnvOo8KlB9OQVPYBsKV+lLDu3onyBarhxxSW09Xbikzo3woh7Hv28XEz7ulUH5JByo9J1CmyjDFDBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:37:38.260490Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.15241","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b51acba4e18c177c4bc9f310c1cc61fc53938decfd40b1d0519adba94695cacf","sha256:1db3c8de80f52cd6bc2504ba2b3790187e5a2264f664cecb9a479f1cac129947"],"state_sha256":"c05cfb208098b9fb94cb552a6fca9764a0cece11934702b511971f0009d309c2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pyuONykGXfKBq86QFRGCyeDEnklTq5LwMwBrsQGejlKplkWQL59srSv5Orht3DlertnEeI9Mm7STIGUGfyAyAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T05:25:26.540484Z","bundle_sha256":"29a4877639b2cf1f56ad6e29f0c28d5adcbd68af30d5b3b251d93dd0819a05aa"}}