Pith Number

pith:AZCRR6FC

pith:2024:AZCRR6FCQ4B6XUXMLQGOEILEXW

not attested not anchored not stored refs pending

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Aofan Jiang, Chaoqin Huang, Jinghao Feng, Xinchao Wang, Yanfeng Wang, Ya Zhang

arxiv:2403.12570 v1 · 2024-03-19 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZCRR6FCQ4B6XUXMLQGOEILEXW}

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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	2026-07-05T07:58:03.815757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

064518f8a28703ebd2ec5c0ce22164bd9aea3102b47e2de10707c0b7dd7a2e89

Aliases

arxiv: 2403.12570 · arxiv_version: 2403.12570v1 · doi: 10.48550/arxiv.2403.12570 · pith_short_12: AZCRR6FCQ4B6 · pith_short_16: AZCRR6FCQ4B6XUXM · pith_short_8: AZCRR6FC

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/AZCRR6FCQ4B6XUXMLQGOEILEXW \
  | 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: 064518f8a28703ebd2ec5c0ce22164bd9aea3102b47e2de10707c0b7dd7a2e89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c24da1b91ac545e83255d2275f9e10180a5183e77c1146a2f6270ec2defa99d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-19T09:28:19Z",
    "title_canon_sha256": "d350ed1954020ae01f073287194b592a710ec84f4840d68352ad2787c1d40bd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12570",
    "kind": "arxiv",
    "version": 1
  }
}