Pith Number

pith:SQ7KIPCW

pith:2023:SQ7KIPCWSW3YIXYPA74YWSZZA7

not attested not anchored not stored refs pending

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection

Bing Cao, Changqing Zhang, Qinghua Hu, Xiaoheng Jiang, Yichen Bai, Zongbo Han

arxiv:2311.15243 v3 · 2023-11-26 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQ7KIPCWSW3YIXYPA74YWSZZA7}

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	2026-07-05T07:59:19.697581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

943ea43c5695b7845f0f07f98b4b3907c022d044169dffea1b77ac6c55f25f88

Aliases

arxiv: 2311.15243 · arxiv_version: 2311.15243v3 · doi: 10.48550/arxiv.2311.15243 · pith_short_12: SQ7KIPCWSW3Y · pith_short_16: SQ7KIPCWSW3YIXYP · pith_short_8: SQ7KIPCW

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/SQ7KIPCWSW3YIXYPA74YWSZZA7 \
  | 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: 943ea43c5695b7845f0f07f98b4b3907c022d044169dffea1b77ac6c55f25f88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "590e34b58ae813ac9c931579832d56acdd8c435d901ae06e835e9b584c59f936",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-26T09:06:40Z",
    "title_canon_sha256": "b40ed05172148fbf531721ce0f6046557054c039ff347dd0056de4bde0a4228a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15243",
    "kind": "arxiv",
    "version": 3
  }
}