Pith Number

pith:4VI6TXOP

pith:2021:4VI6TXOPG4RGXYZYMERD3MTHBF

not attested not anchored not stored refs pending

Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection

Dongjin Song, Haifeng Chen, Jingchao Ni, Xinyang Feng, Yuncong Chen, Zhengzhang Chen

arxiv:2107.13720 v1 · 2021-07-29 · cs.CV · cs.AI · cs.LG · cs.MM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4VI6TXOPG4RGXYZYMERD3MTHBF}

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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

1 paper in Pith

Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection

Receipt and verification

First computed	2026-07-05T03:01:39.687630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e551e9ddcf37226be33861223db267097190e03e6632d75bc203c38390ff43a2

Aliases

arxiv: 2107.13720 · arxiv_version: 2107.13720v1 · doi: 10.48550/arxiv.2107.13720 · pith_short_12: 4VI6TXOPG4RG · pith_short_16: 4VI6TXOPG4RGXYZY · pith_short_8: 4VI6TXOP

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/4VI6TXOPG4RGXYZYMERD3MTHBF \
  | 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: e551e9ddcf37226be33861223db267097190e03e6632d75bc203c38390ff43a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee9fcd3c4e72ec208ea89f87749e31a8e1769305a62a921ad0ebca0f7ffb24d9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-07-29T03:07:25Z",
    "title_canon_sha256": "3fd5699f6dc4ea5d2399f2589b585771e3e5cb99d4d59fda0127c47fc94f7b1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.13720",
    "kind": "arxiv",
    "version": 1
  }
}