Pith Number

pith:4PGWVG6A

pith:2022:4PGWVG6A4K4UGQYLLLNMDWSRMU

not attested not anchored not stored refs pending

Evaluating the Performance of StyleGAN2-ADA on Medical Images

Ankit B. Patel, Aradhana M. Venkatesan, Brian De, Brian M. Anderson, Bruno Odisio, Caroline Chung, Ethan Lin, Eugene Koay, Hyunseon Christine Kang, John Wood, Kristy K. Brock, McKell Woodland, Sireesha Yedururi, Suprateek Kundu, Yuan-Mao Lin

arxiv:2210.03786 v1 · 2022-10-07 · eess.IV · cs.CV · 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{4PGWVG6A4K4UGQYLLLNMDWSRMU}

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

Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025

Receipt and verification

First computed	2026-07-05T05:07:04.559484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3cd6a9bc0e2b943430b5adac1da516516caf2200bcb9586794e8df4ff2dd8eb

Aliases

arxiv: 2210.03786 · arxiv_version: 2210.03786v1 · doi: 10.48550/arxiv.2210.03786 · pith_short_12: 4PGWVG6A4K4U · pith_short_16: 4PGWVG6A4K4UGQYL · pith_short_8: 4PGWVG6A

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/4PGWVG6A4K4UGQYLLLNMDWSRMU \
  | 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: e3cd6a9bc0e2b943430b5adac1da516516caf2200bcb9586794e8df4ff2dd8eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78be4ec14a39ce067af1554f7637852c43805e2e2a2350163f85bfda26b74a15",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-10-07T19:18:55Z",
    "title_canon_sha256": "5f6ab80e6b1d75f4f3a063365513f70409c1963c32fd0b711fbeb9ffdaa9cb3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03786",
    "kind": "arxiv",
    "version": 1
  }
}