Pith Number

pith:FBKG7NYF

pith:2023:FBKG7NYFYV6LCGGNKB4QFVIYND

not attested not anchored not stored refs pending

A Comprehensive Survey on Generative Diffusion Models for Structured Data

Heejoon Koo, To Eun Kim

arxiv:2306.04139 v2 · 2023-06-07 · 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{FBKG7NYFYV6LCGGNKB4QFVIYND}

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

OncoSynth: Synthetic data generation for treatment effect estimation in oncology

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

Receipt and verification

First computed	2026-07-05T06:29:02.467799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28546fb705c57cb118cd507902d51868c1fbff815519ac449f9c2dc672aeae7b

Aliases

arxiv: 2306.04139 · arxiv_version: 2306.04139v2 · doi: 10.48550/arxiv.2306.04139 · pith_short_12: FBKG7NYFYV6L · pith_short_16: FBKG7NYFYV6LCGGN · pith_short_8: FBKG7NYF

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/FBKG7NYFYV6LCGGNKB4QFVIYND \
  | 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: 28546fb705c57cb118cd507902d51868c1fbff815519ac449f9c2dc672aeae7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab8e4c0d77ca83a4f67c4cb53acccfc4ab5236d1337062b550e3aab69360a722",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T04:26:41Z",
    "title_canon_sha256": "2483ac1be90c4ee4078a401fe696b9f1f242fcb9bbc5c30f492474594f2f18e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04139",
    "kind": "arxiv",
    "version": 2
  }
}