Pith Number

pith:U7QPUJUA

pith:2020:U7QPUJUANIE6YPMG2AFR3SK274

not attested not anchored not stored refs pending

Anomaly detection through latent space restoration using vector-quantized variational autoencoders

Giacomo Tarroni, Sergio Naval Marimont

arxiv:2012.06765 v1 · 2020-12-12 · cs.CV · cs.LG · eess.IV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U7QPUJUANIE6YPMG2AFR3SK274}

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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

2 papers in Pith

RASALoRE: Region Aware Spatial Attention with Location-based Random Embeddings for Weakly Supervised Anomaly Detection in Brain MRI Scans

Anatomy-Aware Unsupervised Detection and Localization of Retinal Abnormalities in Optical Coherence Tomography

Receipt and verification

First computed	2026-07-05T01:58:59.334690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7e0fa26806a09ec3d86d00b1dc95aff0417c6bcd7b25e78a9ab88d3bd4e378e

Aliases

arxiv: 2012.06765 · arxiv_version: 2012.06765v1 · doi: 10.48550/arxiv.2012.06765 · pith_short_12: U7QPUJUANIE6 · pith_short_16: U7QPUJUANIE6YPMG · pith_short_8: U7QPUJUA

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/U7QPUJUANIE6YPMG2AFR3SK274 \
  | 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: a7e0fa26806a09ec3d86d00b1dc95aff0417c6bcd7b25e78a9ab88d3bd4e378e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "799dd1cc2053185575dec1dd82932affd95573ad8bddeb43c819060b5ae9b51f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-12-12T09:19:59Z",
    "title_canon_sha256": "5c69b2254733e2d9d07ffea081bee6d772b67611a476af2be68105dcfad1fac5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06765",
    "kind": "arxiv",
    "version": 1
  }
}