pith. sign in
Pith Number

pith:B6PCT3HC

pith:2026:B6PCT3HCKE4A5A2437EKLO2JWS
not attested not anchored not stored refs pending

AnomalyAgent: Training-Free Agentic Models for Zero-/Few-Shot Anomaly Detection

Guansong Pang, Jiawen Zhu, Lele Fu, Yi Zhang

arxiv:2605.30140 v1 · 2026-05-28 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B6PCT3HCKE4A5A2437EKLO2JWS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.
Receipt and verification
First computed 2026-05-29T02:06:10.838179Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0f9e29ece251380e835cdfc8a5bb49b4ba494d78a068eded32e926adf9a40d13

Aliases

arxiv: 2605.30140 · arxiv_version: 2605.30140v1 · doi: 10.48550/arxiv.2605.30140 · pith_short_12: B6PCT3HCKE4A · pith_short_16: B6PCT3HCKE4A5A24 · pith_short_8: B6PCT3HC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B6PCT3HCKE4A5A2437EKLO2JWS \
  | 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: 0f9e29ece251380e835cdfc8a5bb49b4ba494d78a068eded32e926adf9a40d13
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d271c837a2f0f7ebd26a6ebd4bb5a176d0ec1b5062761bd4b231fd628af6b865",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-28T16:05:42Z",
    "title_canon_sha256": "05ea79063a60491a1fdf1cfd37eda688707ab3356c7ff9b067112ae5e847b83b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30140",
    "kind": "arxiv",
    "version": 1
  }
}