Pith Number

pith:IDDXPVK2

pith:2023:IDDXPVK2G6KSS4KVLPNLKZO2ZQ

not attested not anchored not stored refs pending

Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation

Atsuhiro Hibi, Daniel Saragih, Pascal Tyrrell

arxiv:2310.16794 v2 · 2023-10-25 · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IDDXPVK2G6KSS4KVLPNLKZO2ZQ}

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

1 paper in Pith

Understanding Trade offs When Conditioning Synthetic Data

Receipt and verification

First computed	2026-07-05T08:17:29.138528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40c777d55a37952971555bdab565dacc3a43f22b347ab8252ec09884e5c7e819

Aliases

arxiv: 2310.16794 · arxiv_version: 2310.16794v2 · doi: 10.48550/arxiv.2310.16794 · pith_short_12: IDDXPVK2G6KS · pith_short_16: IDDXPVK2G6KSS4KV · pith_short_8: IDDXPVK2

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/IDDXPVK2G6KSS4KVLPNLKZO2ZQ \
  | 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: 40c777d55a37952971555bdab565dacc3a43f22b347ab8252ec09884e5c7e819

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6dd4b852a75ae33fc526bd3b6c9bb4149096ac6cd537d279e17b95875163f39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-10-25T17:24:38Z",
    "title_canon_sha256": "ce43dd6cb0ea33616efd7505bdc3957824c07ac59cf3cf9aaf88a2e47e26da29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16794",
    "kind": "arxiv",
    "version": 2
  }
}