Pith Number

pith:IJ4XTWNX

pith:2021:IJ4XTWNXTBVJP5Q6AXHZX5QZL7

not attested not anchored not stored refs pending

Energy-Based Anomaly Detection and Localization

Ergin Utku Genc, Ibrahima J Ndiour, Nilesh Ahuja, Omesh Tickoo

arxiv:2105.03270 v1 · 2021-05-07 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJ4XTWNXTBVJP5Q6AXHZX5QZL7}

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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

ReFP-AD: Rectified Flow Preconditioning for Energy-Based Anomaly Detection

Receipt and verification

First computed	2026-07-05T02:38:23.781922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

427979d9b7986a97f61e05cf9bf6195fcc94fd383cb23d21860695bd2abefb9a

Aliases

arxiv: 2105.03270 · arxiv_version: 2105.03270v1 · doi: 10.48550/arxiv.2105.03270 · pith_short_12: IJ4XTWNXTBVJ · pith_short_16: IJ4XTWNXTBVJP5Q6 · pith_short_8: IJ4XTWNX

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/IJ4XTWNXTBVJP5Q6AXHZX5QZL7 \
  | 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: 427979d9b7986a97f61e05cf9bf6195fcc94fd383cb23d21860695bd2abefb9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5c97867cec1dc4db1ab61ddfc6e2b5ebd11d9ab5be980c6263f138a0e65d200",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-07T13:49:17Z",
    "title_canon_sha256": "a5f8ca2679e419bd9dc4b17b5ac4a04200a3f9f4c4eb09e380efa0f4a167d506"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.03270",
    "kind": "arxiv",
    "version": 1
  }
}