pith. sign in
Pith Number

pith:RP3H3TNG

pith:2018:RP3H3TNGEZXOGKNCBSE4I7Z6MK
not attested not anchored not stored refs pending

Generating Multi-Categorical Samples with Generative Adversarial Networks

Christian Hammerschmidt, Radu State, Ramiro Camino

arxiv:1807.01202 v2 · 2018-07-03 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RP3H3TNGEZXOGKNCBSE4I7Z6MK}

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 2026-05-18T00:11:29.905000Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8bf67dcda6266ee329a20c89c47f3e629b7cf4b366ba56dafcef7e66dad107be

Aliases

arxiv: 1807.01202 · arxiv_version: 1807.01202v2 · doi: 10.48550/arxiv.1807.01202 · pith_short_12: RP3H3TNGEZXO · pith_short_16: RP3H3TNGEZXOGKNC · pith_short_8: RP3H3TNG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RP3H3TNGEZXOGKNCBSE4I7Z6MK \
  | 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: 8bf67dcda6266ee329a20c89c47f3e629b7cf4b366ba56dafcef7e66dad107be
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "75a2615df36c5dff53b7aa2f3a2c35db8ef5dc5799da613a3f9a4805f7dbc838",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-07-03T14:26:57Z",
    "title_canon_sha256": "a731904e854176b44090889aaece31f86941a6f9d8c90edb196f4ba44d97753b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.01202",
    "kind": "arxiv",
    "version": 2
  }
}