Pith Number

pith:VDPFURMT

pith:2021:VDPFURMTWI5SET5DVHD7HCF2HB

not attested not anchored not stored refs pending

Generative Minimization Networks: Training GANs Without Competition

Aurelien Lucchi, Kfir Y. Levy, Paulina Grnarova, Thomas Hofmann, Yannic Kilcher

arxiv:2103.12685 v1 · 2021-03-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VDPFURMTWI5SET5DVHD7HCF2HB}

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	2026-07-05T02:25:49.037503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8de5a4593b23b224fa3a9c7f388ba384536d997ec1b81c2850c55af89000554

Aliases

arxiv: 2103.12685 · arxiv_version: 2103.12685v1 · doi: 10.48550/arxiv.2103.12685 · pith_short_12: VDPFURMTWI5S · pith_short_16: VDPFURMTWI5SET5D · pith_short_8: VDPFURMT

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/VDPFURMTWI5SET5DVHD7HCF2HB \
  | 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: a8de5a4593b23b224fa3a9c7f388ba384536d997ec1b81c2850c55af89000554

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af955e3e3305d984787d9df0a62f49f2cc84838e56b08d5898268e70cf0c9956",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-23T17:01:08Z",
    "title_canon_sha256": "06f081bd8a6adb9340f8f4b1cb7a0d5f8f9d4470b5d43aa5e1812be0c4919712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.12685",
    "kind": "arxiv",
    "version": 1
  }
}