Pith Number

pith:KYX3QDW7

pith:2025:KYX3QDW73NG3UGGYEXPBXUZT4E

not attested not anchored not stored refs pending

Real-TabPFN: Improving Tabular Foundation Models via Continued Pre-training With Real-World Data

Anurag Garg, Frank Hutter, Lennart Purucker, Muhammad Ali, Noah Hollmann, Samuel M\"uller

arxiv:2507.03971 v1 · 2025-07-05 · cs.LG · cs.AI · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYX3QDW73NG3UGGYEXPBXUZT4E}

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

12 papers in Pith

Efficient Adaptive Data Acquisition via Pretrained Belief Representations

Probing Memorization of Tabular In-Context Learning

Simultaneous hyperkinetic movement disorders phenotyping: a cross-cohort pediatric transfer study using routine videos, markerless pose estimation and a tabular foundation model

FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data

Ensembling Tabular Foundation Models - A Diversity Ceiling And A Calibration Trap

Receipt and verification

First computed	2026-07-05T11:32:38.217293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

562fb80edfdb4dba18d825de1bd333e1128182fe2fc9d8983a25f35475dc9a4b

Aliases

arxiv: 2507.03971 · arxiv_version: 2507.03971v1 · doi: 10.48550/arxiv.2507.03971 · pith_short_12: KYX3QDW73NG3 · pith_short_16: KYX3QDW73NG3UGGY · pith_short_8: KYX3QDW7

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/KYX3QDW73NG3UGGYEXPBXUZT4E \
  | 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: 562fb80edfdb4dba18d825de1bd333e1128182fe2fc9d8983a25f35475dc9a4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee2f254f0b1397ae21fca3b81bbfaed8f9db8f7d6d22befd8ac7a3aa8b47b792",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-05T09:39:07Z",
    "title_canon_sha256": "9a7b89cc342eb194a652beae2352820f310ef9b51820c0482c14cf9bc62a9444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03971",
    "kind": "arxiv",
    "version": 1
  }
}