Pith Number

pith:TOOJDVFI

pith:2024:TOOJDVFIWUZWCTK5VSLMPNINFI

not attested not anchored not stored refs pending

From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding

Fengmao Lv, Guangcong Wang, Guiyang Xie, Hansheng Zhang, Heqing Zou, Huaijian Zhang, Junyang Chen, Tianze Luo, Victor (Xiao Jie) Zhang, Zhuochen Wang

arxiv:2409.18938 v2 · 2024-09-27 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TOOJDVFIWUZWCTK5VSLMPNINFI}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

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Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios

Reinforce to Learn, Elect to Reason: A Dual Paradigm for Video Reasoning

Receipt and verification

First computed	2026-07-05T09:43:34.016952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b9c91d4a8b533614d5dac96c7b50d2a3509d7a48b69d3f07bda20560777bbec

Aliases

arxiv: 2409.18938 · arxiv_version: 2409.18938v2 · doi: 10.48550/arxiv.2409.18938 · pith_short_12: TOOJDVFIWUZW · pith_short_16: TOOJDVFIWUZWCTK5 · pith_short_8: TOOJDVFI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TOOJDVFIWUZWCTK5VSLMPNINFI \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9b9c91d4a8b533614d5dac96c7b50d2a3509d7a48b69d3f07bda20560777bbec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2e5904780c5dd6b648df741217c5fea748038cd1ca42fd7a9b92c7efcfa3dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-27T17:38:36Z",
    "title_canon_sha256": "4ef2b8935f3fdf5f5c43e87969ba00ff791e3ce3fb6257c04d9b40b6d59ab15d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18938",
    "kind": "arxiv",
    "version": 2
  }
}