Pith Number

pith:I6QX5ACX

pith:2024:I6QX5ACXMDXPDOTH3GYJ4TH37K

not attested not anchored not stored refs pending

Diffusion Models for Tabular Data Imputation and Synthetic Data Generation

Carlos Segura, Ioannis Arapakis, Mario Villaiz\'an-Vallelado, Matteo Salvatori

arxiv:2407.02549 v2 · 2024-07-02 · 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{I6QX5ACXMDXPDOTH3GYJ4TH37K}

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

2 papers in Pith

Diffusion and Flow Matching Models for Tabular Data: A Survey

Repurposing Image Diffusion Models for Adversarial Synthetic Structured Data: A Case Study of Ground Truth Drift

Receipt and verification

First computed	2026-07-05T11:17:33.684443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47a17e805760eef1ba67d9b09e4cfbfabbfab219d24dc7ec07be43b0dccb774e

Aliases

arxiv: 2407.02549 · arxiv_version: 2407.02549v2 · doi: 10.48550/arxiv.2407.02549 · pith_short_12: I6QX5ACXMDXP · pith_short_16: I6QX5ACXMDXPDOTH · pith_short_8: I6QX5ACX

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/I6QX5ACXMDXPDOTH3GYJ4TH37K \
  | 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: 47a17e805760eef1ba67d9b09e4cfbfabbfab219d24dc7ec07be43b0dccb774e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "905f0f0417bf562f5787725d31ef982d34b4f6d8e3da659403b8d33005bd1422",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-02T15:27:06Z",
    "title_canon_sha256": "f59ce8cdbfacfb7827f1fffe80e6632cb18dc9f9db70a8dd39b8cefac60c2b2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02549",
    "kind": "arxiv",
    "version": 2
  }
}