Pith Number

pith:44D6UMBJ

pith:2024:44D6UMBJ4QLRFVCO6M22R7O24U

not attested not anchored not stored refs pending

CLIP-driven Outliers Synthesis for few-shot OOD detection

Hao Sun, Rundong He, Yilong Yin, Yongshun Gong, Zhicong Lin, Zhongyi Han

arxiv:2404.00323 v1 · 2024-03-30 · cs.CV · 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{44D6UMBJ4QLRFVCO6M22R7O24U}

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	2026-07-05T08:02:31.559003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e707ea3029e41712d44ef335a8fddae530f1c4e33c624cf536526400c587b329

Aliases

arxiv: 2404.00323 · arxiv_version: 2404.00323v1 · doi: 10.48550/arxiv.2404.00323 · pith_short_12: 44D6UMBJ4QLR · pith_short_16: 44D6UMBJ4QLRFVCO · pith_short_8: 44D6UMBJ

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/44D6UMBJ4QLRFVCO6M22R7O24U \
  | 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: e707ea3029e41712d44ef335a8fddae530f1c4e33c624cf536526400c587b329

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71d40bbd7d7d19aa1eb9358d6ab0f1790d27a876b187109d99c2030654ea977a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-30T11:28:05Z",
    "title_canon_sha256": "676904e5af0e458e5fb210df6de0704d66f0403cc234c1cb8a91e4933e8c58cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00323",
    "kind": "arxiv",
    "version": 1
  }
}