Pith Number

pith:ESBVOYPU

pith:2026:ESBVOYPUSUT7RRA37XICZRU2QN

not attested not anchored not stored refs pending

From Zero to Hero: Advancing Zero-Shot Foundation Models for Tabular Outlier Detection

Haomin Wen, Leman Akoglu, Simon Kl\"uttermann, Xueying Ding

arxiv:2602.03018 v2 · 2026-02-03 · 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{ESBVOYPUSUT7RRA37XICZRU2QN}

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

3 papers in Pith

MacrOData: New Benchmarks of Thousands of Datasets for Tabular Outlier Detection

Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning

Receipt and verification

First computed	2026-06-02T01:03:42.190082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24835761f49527f8c41bfdd02cc69a8365460149e7bce36756ac6f3d18a0f815

Aliases

arxiv: 2602.03018 · arxiv_version: 2602.03018v2 · doi: 10.48550/arxiv.2602.03018 · pith_short_12: ESBVOYPUSUT7 · pith_short_16: ESBVOYPUSUT7RRA3 · pith_short_8: ESBVOYPU

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/ESBVOYPUSUT7RRA37XICZRU2QN \
  | 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: 24835761f49527f8c41bfdd02cc69a8365460149e7bce36756ac6f3d18a0f815

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97dde7c6220bb79046600c182cf534dbb8612191e37432cc733cc3f8c9aa01c6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-03T02:38:49Z",
    "title_canon_sha256": "9908144e1c114215fbf3f8745e66baef1f323c920344771984fec6345a74e95f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.03018",
    "kind": "arxiv",
    "version": 2
  }
}