pith. sign in
Pith Number

pith:SGGDKCV3

pith:2019:SGGDKCV3R3GWNCKQW4WFLMEOCP
not attested not anchored not stored refs pending

Generative Adversarial Networks: recent developments

Adrian Zdobylak, Jerzy \'Swi\k{a}tek, Maciej Zamorski, Maciej Zi\k{e}ba

arxiv:1903.12266 v1 · 2019-03-16 · cs.LG · cs.CV · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SGGDKCV3R3GWNCKQW4WFLMEOCP}

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 2026-05-17T23:49:54.439682Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

918c350abb8ecd668950b72c55b08e13dde2ec32a24ca39e335ce7e03f8a9aac

Aliases

arxiv: 1903.12266 · arxiv_version: 1903.12266v1 · doi: 10.48550/arxiv.1903.12266 · pith_short_12: SGGDKCV3R3GW · pith_short_16: SGGDKCV3R3GWNCKQ · pith_short_8: SGGDKCV3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SGGDKCV3R3GWNCKQW4WFLMEOCP \
  | 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: 918c350abb8ecd668950b72c55b08e13dde2ec32a24ca39e335ce7e03f8a9aac
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a6a18403fe4b6435e1fa00af172df17f869e21b033fed07486ff9dd962b44310",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-16T18:10:35Z",
    "title_canon_sha256": "668784d79db74446584067e6051d80eea64fec0aaa490228ad141de17dcf5418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.12266",
    "kind": "arxiv",
    "version": 1
  }
}