Pith Number

pith:UMDHJGDI

pith:2022:UMDHJGDI6HPUULFQ7F2Y36ZCA7

not attested not anchored not stored refs pending

Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation

Dana Dascalescu, Fahad Shahbaz Khan, Florinel-Alin Croitoru, Mubarak Shah, Nicolae-Catalin Ristea, Radu Tudor Ionescu

arxiv:2211.15597 v4 · 2022-11-28 · cs.CV · cs.AI · cs.LG · cs.MM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMDHJGDI6HPUULFQ7F2Y36ZCA7}

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.

Receipt and verification

First computed	2026-07-05T08:44:45.389835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a306749868f1df4a2cb0f9758dfb2207e0def15078a22745f24bf399b8043a3f

Aliases

arxiv: 2211.15597 · arxiv_version: 2211.15597v4 · doi: 10.48550/arxiv.2211.15597 · pith_short_12: UMDHJGDI6HPU · pith_short_16: UMDHJGDI6HPUULFQ · pith_short_8: UMDHJGDI

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/UMDHJGDI6HPUULFQ7F2Y36ZCA7 \
  | 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: a306749868f1df4a2cb0f9758dfb2207e0def15078a22745f24bf399b8043a3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a14d2e17356da2b774fc7135baa120fad6a810ae6ea8790e64d9cd3b9a73c70",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-28T17:50:19Z",
    "title_canon_sha256": "1ff67fa9a76d71a4a1e70d78c953dc676a7631ddbc046c5585bd9ffdd724bee6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15597",
    "kind": "arxiv",
    "version": 4
  }
}