Pith. sign in
Pith Number

pith:OINRJGT4

pith:2025:OINRJGT43FVZCH4PB3QHYPFWHE
not attested not anchored not stored refs pending

NexViTAD: Few-shot Unsupervised Cross-Domain Defect Detection via Vision Foundation Models and Multi-Task Learning

Bo Zhou, Dan Xue, Feiyu Duan, Manhong Huang, Tianwei Mu

arxiv:2507.07579 v1 · 2025-07-10 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OINRJGT43FVZCH4PB3QHYPFWHE}

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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.
Receipt and verification
First computed 2026-07-05T11:35:01.278594Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

721b149a7cd96b911f8f0ee07c3cb63931806b30ccd0b78793880931255a514c

Aliases

arxiv: 2507.07579 · arxiv_version: 2507.07579v1 · doi: 10.48550/arxiv.2507.07579 · pith_short_12: OINRJGT43FVZ · pith_short_16: OINRJGT43FVZCH4P · pith_short_8: OINRJGT4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OINRJGT43FVZCH4PB3QHYPFWHE \
  | 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: 721b149a7cd96b911f8f0ee07c3cb63931806b30ccd0b78793880931255a514c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ed9ae8381ed6e70e2ba293b54b183d8d62867f3078e1351a2fe4572ddda323ad",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-10T09:29:26Z",
    "title_canon_sha256": "215e2481422f11d5d419c530f8c8ae3c955894738c1f6144fa8c5c06eaf80aba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07579",
    "kind": "arxiv",
    "version": 1
  }
}