Pith Number

pith:DUPRUMYO

pith:2017:DUPRUMYOTNJLKCD2H3OSTWR6V6

not attested not anchored not stored refs pending

How Generative Adversarial Networks and Their Variants Work: An Overview

Jaeyoon Yoo, Sungroh Yoon, Uiwon Hwang, Yongjun Hong

arxiv:1711.05914 v10 · 2017-11-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUPRUMYOTNJLKCD2H3OSTWR6V6}

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	2026-05-17T23:52:29.377264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d1f1a330e9b52b5087a3edd29da3eafa99c39c448677251a0df955ff193b12e

Aliases

arxiv: 1711.05914 · arxiv_version: 1711.05914v10 · doi: 10.48550/arxiv.1711.05914 · pith_short_12: DUPRUMYOTNJL · pith_short_16: DUPRUMYOTNJLKCD2 · pith_short_8: DUPRUMYO

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/DUPRUMYOTNJLKCD2H3OSTWR6V6 \
  | 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: 1d1f1a330e9b52b5087a3edd29da3eafa99c39c448677251a0df955ff193b12e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2917f3b18c99f2043091c4eed712cdcb63e4717a88b93b4270f40e6565724276",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-16T04:07:42Z",
    "title_canon_sha256": "94c356e57b0bfcdc250887232d6b20ea434bfdc0608d0b8cdcf4856fdd2abf7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05914",
    "kind": "arxiv",
    "version": 10
  }
}