Pith Number

pith:F3ABU6WB

pith:2025:F3ABU6WBQXDXNVISGWHQNUTTG7

not attested not anchored not stored refs pending

FastRef:Fast Prototype Refinement for Few-Shot Industrial Anomaly Detection

Bo Chen, Long Tian, Wenchao Chen, Xiyang Liu, Yufei Li, Yuyang Dai

arxiv:2506.21398 v1 · 2025-06-26 · 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{F3ABU6WBQXDXNVISGWHQNUTTG7}

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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

Dual Prototype-Conditioned Diffusion Model for Scalable Multi-Class Unsupervised Anomaly Detection in Large Category Spaces

Receipt and verification

First computed	2026-07-05T11:27:44.970023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ec01a7ac185c776d512358f06d27337efc8510673ece8366f38c39967f0e152

Aliases

arxiv: 2506.21398 · arxiv_version: 2506.21398v1 · doi: 10.48550/arxiv.2506.21398 · pith_short_12: F3ABU6WBQXDX · pith_short_16: F3ABU6WBQXDXNVIS · pith_short_8: F3ABU6WB

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/F3ABU6WBQXDXNVISGWHQNUTTG7 \
  | 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: 2ec01a7ac185c776d512358f06d27337efc8510673ece8366f38c39967f0e152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8c06176d7b617cd7b22b8c5ee50bc293849adc383c612d0c1e8aaf398e7e4cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-26T15:46:28Z",
    "title_canon_sha256": "ab1559722a4b6edb49eb68db68d8c3bf034ef858fb5d33b3feae37c4dbf15a73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21398",
    "kind": "arxiv",
    "version": 1
  }
}