Pith Number

pith:2XJUMWKS

pith:2020:2XJUMWKS75PY4GHV62BO2N3QXT

not attested not anchored not stored refs pending

Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments

Abdolah Chalechale, Maryam Taghizadeh, Pegah Salehi

arxiv:2005.13178 v1 · 2020-05-27 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XJUMWKS75PY4GHV62BO2N3QXT}

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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.

Cited by

1 paper in Pith

Representation learning from OCT images

Receipt and verification

First computed	2026-07-05T01:06:13.664745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5d3465952ff5f8e18f5f682ed3770bcca5a9015a52d577a62cb3795c572ec0b

Aliases

arxiv: 2005.13178 · arxiv_version: 2005.13178v1 · doi: 10.48550/arxiv.2005.13178 · pith_short_12: 2XJUMWKS75PY · pith_short_16: 2XJUMWKS75PY4GHV · pith_short_8: 2XJUMWKS

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/2XJUMWKS75PY4GHV62BO2N3QXT \
  | 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: d5d3465952ff5f8e18f5f682ed3770bcca5a9015a52d577a62cb3795c572ec0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0cde1af098b2a182745ff516b4e0d2d83a4596923187cb69d035c97075e04d2",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-05-27T05:56:53Z",
    "title_canon_sha256": "99dafa4243d6eafe7808c66ed8819296001767a29efdf2199177eeda0abf573e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.13178",
    "kind": "arxiv",
    "version": 1
  }
}