Pith Number

pith:OK3LG7OH

pith:2024:OK3LG7OHGEVPCFBM7JRPWCCJAU

not attested not anchored not stored refs pending

Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models

Akane Sano, Han Yu, Khadija Zanna, Peikun Guo, Xiaoxue Yang, Zeyu Yang

arxiv:2404.08254 v3 · 2024-04-12 · cs.LG

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\usepackage{pith}
\pithnumber{OK3LG7OHGEVPCFBM7JRPWCCJAU}

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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

4 papers in Pith

TabChange: Precise Attribute Changes in Tabular Data

Diffusion and Flow Matching Models for Tabular Data: A Survey

Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation

Self-Improving Tabular Language Models via Iterative Reward-Guided Post-Training

Receipt and verification

First computed	2026-07-05T10:23:19.181725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72b6b37dc7312af1142cfa62fb08490502cde5a5f1a1942e23bcf90f55a911ed

Aliases

arxiv: 2404.08254 · arxiv_version: 2404.08254v3 · doi: 10.48550/arxiv.2404.08254 · pith_short_12: OK3LG7OHGEVP · pith_short_16: OK3LG7OHGEVPCFBM · pith_short_8: OK3LG7OH

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/OK3LG7OHGEVPCFBM7JRPWCCJAU \
  | 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: 72b6b37dc7312af1142cfa62fb08490502cde5a5f1a1942e23bcf90f55a911ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bc01bcd7bf6b2ce5b7fb765db0981beb1f59c3a58385354734e0c8879d6df56",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-12T06:08:43Z",
    "title_canon_sha256": "4138843eaef92724a3b70162de95c5c9b6a83ff31a8f0e01570e2b9c92ba7301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08254",
    "kind": "arxiv",
    "version": 3
  }
}