Pith Number

pith:JZ37ZJHT

pith:2020:JZ37ZJHTL4LW2TMSWGX2EAWSVB

not attested not anchored not stored refs pending

Training Generative Adversarial Networks by Solving Ordinary Differential Equations

Andrew Brock, Chongli Qin, Jeff Donahue, Jost Tobias Springenberg, Pushmeet Kohli, Timothy P. Lillicrap, Yan Wu

arxiv:2010.15040 v2 · 2020-10-28 · stat.ML · 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{JZ37ZJHTL4LW2TMSWGX2EAWSVB}

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

Control of Overfitting with Physics

Receipt and verification

First computed	2026-07-05T01:55:14.363529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e77fca4f35f176d4d92b1afa202d2a85d1d0fe2ef4b9f1c7b8fcdad02bcff88

Aliases

arxiv: 2010.15040 · arxiv_version: 2010.15040v2 · doi: 10.48550/arxiv.2010.15040 · pith_short_12: JZ37ZJHTL4LW · pith_short_16: JZ37ZJHTL4LW2TMS · pith_short_8: JZ37ZJHT

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/JZ37ZJHTL4LW2TMSWGX2EAWSVB \
  | 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: 4e77fca4f35f176d4d92b1afa202d2a85d1d0fe2ef4b9f1c7b8fcdad02bcff88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02a74a231defc39fbc3f5d1776fcc5c74f14e682eebbc9f3103098e8e7bbff26",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-10-28T15:23:49Z",
    "title_canon_sha256": "e9292046650a953c99013067526f66bebdbd796e6274550e1a660f4c2ab40e25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.15040",
    "kind": "arxiv",
    "version": 2
  }
}