Pith Number

pith:SQKNSAME

pith:2023:SQKNSAMEW2NS5RRONNZQY3CF33

not attested not anchored not stored refs pending

Non-Parametric Outlier Synthesis

Leitian Tao, Xiaojin Zhu, Xuefeng Du, Yixuan Li

arxiv:2303.02966 v1 · 2023-03-06 · cs.LG · 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{SQKNSAMEW2NS5RRONNZQY3CF33}

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.

Cited by

1 paper in Pith

Debiased Negative Mining Improves Out-of-distribution Detection with Pre-trained Vision-Language Models

Receipt and verification

First computed	2026-07-05T05:48:17.642911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9414d90184b69b2ec62e6b730c6c45dec11de717bfe1c60ff5841c0f1b99dc73

Aliases

arxiv: 2303.02966 · arxiv_version: 2303.02966v1 · doi: 10.48550/arxiv.2303.02966 · pith_short_12: SQKNSAMEW2NS · pith_short_16: SQKNSAMEW2NS5RRO · pith_short_8: SQKNSAME

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/SQKNSAMEW2NS5RRONNZQY3CF33 \
  | 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: 9414d90184b69b2ec62e6b730c6c45dec11de717bfe1c60ff5841c0f1b99dc73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96b22924f461424d23ba7e4778479b647bb408385245e28fcb31ba5149f05aaa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-06T08:51:00Z",
    "title_canon_sha256": "4ad55b1f6aa3e1b44fc32481aef2ee29822727c5b3eba57885d552f1048ca276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02966",
    "kind": "arxiv",
    "version": 1
  }
}