pith. sign in
Pith Number

pith:3HWARPZ5

pith:2019:3HWARPZ5CUM2QBVWDMRJU3HMMZ
not attested not anchored not stored refs pending

Training generative networks using random discriminators

Babak Barazandeh, Maziar Sanjabi, Meisam Razaviyayn

arxiv:1904.09775 v1 · 2019-04-22 · cs.LG · cs.AI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3HWARPZ5CUM2QBVWDMRJU3HMMZ}

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 2026-05-17T23:48:03.376084Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d9ec08bf3d1519a806b61b229a6cec665c5e3d9702019fd0473501cacd721271

Aliases

arxiv: 1904.09775 · arxiv_version: 1904.09775v1 · doi: 10.48550/arxiv.1904.09775 · pith_short_12: 3HWARPZ5CUM2 · pith_short_16: 3HWARPZ5CUM2QBVW · pith_short_8: 3HWARPZ5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3HWARPZ5CUM2QBVWDMRJU3HMMZ \
  | 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: d9ec08bf3d1519a806b61b229a6cec665c5e3d9702019fd0473501cacd721271
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2dc34cde9ff6ae8894ff64acc5622beb84f8cb437a828a42c8ece48b2d383eb",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-22T08:53:18Z",
    "title_canon_sha256": "beb7096a6904a6f2ac53754817542a0d6d9d27061f62afc26994355695e2d9f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09775",
    "kind": "arxiv",
    "version": 1
  }
}