Pith Number

pith:PCY2NESD

pith:2025:PCY2NESDW3VWD5UKOSN6MZ3JJ4

not attested not anchored not stored refs pending

Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation

Bin-Bin Gao, Chengjie Wang, Guan Gui, Jun Liu, Yunsheng Wu

arxiv:2505.09263 v1 · 2025-05-14 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCY2NESDW3VWD5UKOSN6MZ3JJ4}

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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

Semantic Iterative Reconstruction: One-Shot Universal Anomaly Detection

Receipt and verification

First computed	2026-07-05T11:03:05.238624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78b1a69243b6eb61f68a749be667694f26cd352863224978e63a1f066a5b7610

Aliases

arxiv: 2505.09263 · arxiv_version: 2505.09263v1 · doi: 10.48550/arxiv.2505.09263 · pith_short_12: PCY2NESDW3VW · pith_short_16: PCY2NESDW3VWD5UK · pith_short_8: PCY2NESD

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/PCY2NESDW3VWD5UKOSN6MZ3JJ4 \
  | 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: 78b1a69243b6eb61f68a749be667694f26cd352863224978e63a1f066a5b7610

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2e7faf2bcad11c4878670f77ac05874a0634da92d40eee88453a84b71ae2603",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-14T10:25:06Z",
    "title_canon_sha256": "3dc043355137a3c53f1b409a155140dedc901aab6707b809b553fc9ea13f568c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09263",
    "kind": "arxiv",
    "version": 1
  }
}