Pith Number

pith:MGF2IFDZ

pith:2023:MGF2IFDZHSC5EDD6JAHAYZO43I

not attested not anchored not stored refs pending

Error analysis of generative adversarial network

Hailin Sang, Mahmud Hasan

arxiv:2310.15387 v1 · 2023-10-23 · 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{MGF2IFDZHSC5EDD6JAHAYZO43I}

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

Nested Annealed Training Scheme for Generative Adversarial Networks

Receipt and verification

First computed	2026-07-05T07:04:25.369417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

618ba414793c85d20c7e480e0c65dcda25d24dd2b889fda7c2c4f391c3ed0ee9

Aliases

arxiv: 2310.15387 · arxiv_version: 2310.15387v1 · doi: 10.48550/arxiv.2310.15387 · pith_short_12: MGF2IFDZHSC5 · pith_short_16: MGF2IFDZHSC5EDD6 · pith_short_8: MGF2IFDZ

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/MGF2IFDZHSC5EDD6JAHAYZO43I \
  | 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: 618ba414793c85d20c7e480e0c65dcda25d24dd2b889fda7c2c4f391c3ed0ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b30d60e4e683829d48f3922fea607201985282722287c38ff8d505f8a9bc7e1b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-23T22:39:28Z",
    "title_canon_sha256": "a89c5e04fa4d0f586d6fbf04dedee6f7f33036796402c7912175c9bd7e103ffe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15387",
    "kind": "arxiv",
    "version": 1
  }
}