Pith Number

pith:RMKW55NV

pith:2024:RMKW55NV3UJTLLCDFZNUME4L22

not attested not anchored not stored refs pending

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

Guansong Pang, Jiawen Zhu

arxiv:2403.06495 v3 · 2024-03-11 · 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{RMKW55NV3UJTLLCDFZNUME4L22}

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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

One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection

Receipt and verification

First computed	2026-07-05T07:57:01.385364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b156ef5b5dd1335ac432e5b46138bd6bd89b60405e0f82674658b125b4456fe

Aliases

arxiv: 2403.06495 · arxiv_version: 2403.06495v3 · doi: 10.48550/arxiv.2403.06495 · pith_short_12: RMKW55NV3UJT · pith_short_16: RMKW55NV3UJTLLCD · pith_short_8: RMKW55NV

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/RMKW55NV3UJTLLCDFZNUME4L22 \
  | 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: 8b156ef5b5dd1335ac432e5b46138bd6bd89b60405e0f82674658b125b4456fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1832e5dfd685a5c84b6d59ddb4438628d349bcf2714cef96ab1c38e1c41039df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-11T08:07:46Z",
    "title_canon_sha256": "50e6b8ffe1f1eee6c3c498b8c500f2d2f3077f60cbc74434ebd5a1daa838ef36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06495",
    "kind": "arxiv",
    "version": 3
  }
}