Pith Number

pith:IYHJVVMG

pith:2022:IYHJVVMGIJ7K7HQIRKNNVCCHOZ

not attested not anchored not stored refs pending

Exploiting Category Names for Few-Shot Classification with Vision-Language Models

Jiahui Yu, Liangliang Cao, Ming-Hsuan Yang, Shengyang Dai, Taihong Xiao, Zirui Wang

arxiv:2211.16594 v3 · 2022-11-29 · 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{IYHJVVMGIJ7K7HQIRKNNVCCHOZ}

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	2026-07-05T06:02:31.228033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

460e9ad586427eaf9e088a9ada8847765862f60d8b6096261532c86c4e0bbcae

Aliases

arxiv: 2211.16594 · arxiv_version: 2211.16594v3 · doi: 10.48550/arxiv.2211.16594 · pith_short_12: IYHJVVMGIJ7K · pith_short_16: IYHJVVMGIJ7K7HQI · pith_short_8: IYHJVVMG

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/IYHJVVMGIJ7K7HQIRKNNVCCHOZ \
  | 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: 460e9ad586427eaf9e088a9ada8847765862f60d8b6096261532c86c4e0bbcae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6698f176ffe6fc62ead4a7782663b829cd99b5683704488826e71ca73cc200ed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-29T21:08:46Z",
    "title_canon_sha256": "e86f55b9cf2791cdc244b9941a8332adc6557e7090825a52a5d53dd434d5878e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.16594",
    "kind": "arxiv",
    "version": 3
  }
}