Pith Number

pith:M7S4GZRM

pith:2021:M7S4GZRMCNUG6WBDAKSEZ2F2IG

not attested not anchored not stored refs pending

Understanding Overparameterization in Generative Adversarial Networks

Dominik St\"oger, Mahdi Soltanolkotabi, Mohammadmahdi Sajedi, Mucong Ding, Neha Mukund Kalibhat, Soheil Feizi, Yogesh Balaji

arxiv:2104.05605 v1 · 2021-04-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7S4GZRMCNUG6WBDAKSEZ2F2IG}

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.

Receipt and verification

First computed	2026-07-05T02:31:14.548219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67e5c3662c13686f582302a44ce8ba4182fc423112e0a13f2ba5c0d6a83b5492

Aliases

arxiv: 2104.05605 · arxiv_version: 2104.05605v1 · doi: 10.48550/arxiv.2104.05605 · pith_short_12: M7S4GZRMCNUG · pith_short_16: M7S4GZRMCNUG6WBD · pith_short_8: M7S4GZRM

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/M7S4GZRMCNUG6WBDAKSEZ2F2IG \
  | 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: 67e5c3662c13686f582302a44ce8ba4182fc423112e0a13f2ba5c0d6a83b5492

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cd1b166c9ce22bef9bc5f5eaef22e8c772136ac0c3d4b26631a5fb88d44ff76",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-12T16:23:37Z",
    "title_canon_sha256": "d79e406b5434c075aea9deb59a03b29a090047fb2ace5854a493790ccb04c727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.05605",
    "kind": "arxiv",
    "version": 1
  }
}