Pith Number

pith:2KJHMPAC

pith:2018:2KJHMPACPBTPNOMMP6OCBSRAMA

not attested not anchored not stored refs pending

Towards a Better Understanding and Regularization of GAN Training Dynamics

Ankit Patel, Weili Nie

arxiv:1806.09235 v2 · 2018-06-24 · 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{2KJHMPACPBTPNOMMP6OCBSRAMA}

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	2026-05-17T23:41:53.981590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d292763c027866f6b98c7f9c20ca206017563a023d8d9c98d80326a8f468d5a9

Aliases

arxiv: 1806.09235 · arxiv_version: 1806.09235v2 · doi: 10.48550/arxiv.1806.09235 · pith_short_12: 2KJHMPACPBTP · pith_short_16: 2KJHMPACPBTPNOMM · pith_short_8: 2KJHMPAC

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/2KJHMPACPBTPNOMMP6OCBSRAMA \
  | 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: d292763c027866f6b98c7f9c20ca206017563a023d8d9c98d80326a8f468d5a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbf651485c2733967401d960d99fcd0476b228434e2dbf514d028efa488220eb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-24T23:19:23Z",
    "title_canon_sha256": "2bc22571a96af5a5cbd7299c94901cf9db606a608d9e503a24aa41d390557fd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.09235",
    "kind": "arxiv",
    "version": 2
  }
}