Pith Number

pith:UFOUKWYK

pith:2024:UFOUKWYKOELDZXD5J6BVFZ5FBE

not attested not anchored not stored refs pending

Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity

Changxin Gao, Huaxin Zhang, Jialong Zuo, Li Yu, Nong Sang, Shanjun Zhang, Xiang Wang, Xiaohao Xu, Xiaonan Huang

arxiv:2412.06171 v2 · 2024-12-09 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UFOUKWYKOELDZXD5J6BVFZ5FBE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning

Receipt and verification

First computed	2026-07-05T10:30:59.226745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a15d455b0a71163cdc7d4f8352e7a5090ab61cd295b042dd5f3692eaaf7e1294

Aliases

arxiv: 2412.06171 · arxiv_version: 2412.06171v2 · doi: 10.48550/arxiv.2412.06171 · pith_short_12: UFOUKWYKOELD · pith_short_16: UFOUKWYKOELDZXD5 · pith_short_8: UFOUKWYK

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/UFOUKWYKOELDZXD5J6BVFZ5FBE \
  | 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: a15d455b0a71163cdc7d4f8352e7a5090ab61cd295b042dd5f3692eaaf7e1294

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0513087e680e6057c71b8b2a8721e93507a4f5dbe0b245653b4af03f48e459e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-09T03:05:34Z",
    "title_canon_sha256": "ec5295dd9c4a1eb77d2c9fa929231f85eea93a032af8769e24be26f8c5a860df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06171",
    "kind": "arxiv",
    "version": 2
  }
}