Pith. sign in
Pith Number

pith:U43TX6YN

pith:2021:U43TX6YNMXUURFGS5GVVV7RDPE
not attested not anchored not stored refs pending

Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection

Andong Deng, Cewu Lu, Dongliang Wang, Haisheng Su, Haoshu Fang, Shoubin Yu, Weihao Gan, Wei Wu, Zhongyin Zhao

arxiv:2112.03649 v2 · 2021-12-07 · cs.CV

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\usepackage{pith}
\pithnumber{U43TX6YNMXUURFGS5GVVV7RDPE}

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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.
Receipt and verification
First computed 2026-07-05T03:39:04.991871Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a7373bfb0d65e94894d2e9ab5afe237936d3d62302be7a7c188e2de89f43bcca

Aliases

arxiv: 2112.03649 · arxiv_version: 2112.03649v2 · doi: 10.48550/arxiv.2112.03649 · pith_short_12: U43TX6YNMXUU · pith_short_16: U43TX6YNMXUURFGS · pith_short_8: U43TX6YN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U43TX6YNMXUURFGS5GVVV7RDPE \
  | 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: a7373bfb0d65e94894d2e9ab5afe237936d3d62302be7a7c188e2de89f43bcca
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a2baae25f8ef0cedd0c50e27c4381e534ebb903ffaa4159bafc20b04b013c9c3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-07T11:52:25Z",
    "title_canon_sha256": "c2c3352862b40b922f4143ede17e2b244ec9e641770e1d42b28e943f245f6273"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03649",
    "kind": "arxiv",
    "version": 2
  }
}