Pith Number

pith:L35HEF4I

pith:2018:L35HEF4I5VPGPR5H36J63BL4B7

not attested not anchored not stored refs pending

Efficient GAN-Based Anomaly Detection

Bruno Lecouat, Chuan Sheng Foo, Gaurav Manek, Houssam Zenati, Vijay Ramaseshan Chandrasekhar

arxiv:1802.06222 v2 · 2018-02-17 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L35HEF4I5VPGPR5H36J63BL4B7}

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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

3 papers in Pith

Out-of-Distribution Detection Using Neural Rendering Generative Models

Accuracy Improvement of Semi-Supervised Segmentation Using Supervised ClassMix and Sup-Unsup Feature Discriminator

SMT-AD: a scalable quantum-inspired anomaly detection approach

Receipt and verification

First computed	2026-05-17T23:47:12.729599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5efa721788ed5e67c7a7df93ed857c0ff16f6b8f2089121a117f3daf6fa29fff

Aliases

arxiv: 1802.06222 · arxiv_version: 1802.06222v2 · doi: 10.48550/arxiv.1802.06222 · pith_short_12: L35HEF4I5VPG · pith_short_16: L35HEF4I5VPGPR5H · pith_short_8: L35HEF4I

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/L35HEF4I5VPGPR5H36J63BL4B7 \
  | 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: 5efa721788ed5e67c7a7df93ed857c0ff16f6b8f2089121a117f3daf6fa29fff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46fa0e80f66c18fa9fdeea2060d7e5dd2c3fa75f4cf35f170c62b3be6b527a15",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-17T11:26:53Z",
    "title_canon_sha256": "8d756e970c658bad9851818d3ef8030b15cbd767bf541840b72b5ea873c4c0c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.06222",
    "kind": "arxiv",
    "version": 2
  }
}