Pith. sign in
Pith Number

pith:QAMMKHRJ

pith:2020:QAMMKHRJ2EYGXJGFXTJFFYDOWO
not attested not anchored not stored refs pending

A Neuro-AI Interface for Evaluating Generative Adversarial Networks

Alan F. Smeaton, Graham Healy, Qi She, Tomas E. Ward, Zhengwei Wang

arxiv:2003.03193 v2 · 2020-03-05 · cs.CV · cs.HC · cs.LG · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QAMMKHRJ2EYGXJGFXTJFFYDOWO}

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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 2026-07-05T00:52:52.861748Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8018c51e29d1306ba4c5bcd252e06eb3a7d7444c4c66ab6bbf481d467a051bd4

Aliases

arxiv: 2003.03193 · arxiv_version: 2003.03193v2 · doi: 10.48550/arxiv.2003.03193 · pith_short_12: QAMMKHRJ2EYG · pith_short_16: QAMMKHRJ2EYGXJGF · pith_short_8: QAMMKHRJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QAMMKHRJ2EYGXJGFXTJFFYDOWO \
  | 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: 8018c51e29d1306ba4c5bcd252e06eb3a7d7444c4c66ab6bbf481d467a051bd4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "00671d111cd677d482f1827dad6316842fa400351c23184ed16db0537eb1b416",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-03-05T17:53:43Z",
    "title_canon_sha256": "bb3dd62527fe3d4ca6e374c3d915194c4709f08201697040207fe1c9e6af50df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.03193",
    "kind": "arxiv",
    "version": 2
  }
}