Pith Number

pith:SYWPOZQK

pith:2018:SYWPOZQKEF7SXL6XPSVEPJE6AX

not attested not anchored not stored refs pending

Generative Adversarial Network Training is a Continual Learning Problem

Chunyuan Li, Guoyin Wang, Kevin J Liang, Lawrence Carin

arxiv:1811.11083 v1 · 2018-11-27 · stat.ML · 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{SYWPOZQKEF7SXL6XPSVEPJE6AX}

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	2026-05-17T23:59:45.314756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

962cf7660a217f2bafd77caa47a49e05cc5c130424d1f5aa24e94ecaace89f86

Aliases

arxiv: 1811.11083 · arxiv_version: 1811.11083v1 · doi: 10.48550/arxiv.1811.11083 · pith_short_12: SYWPOZQKEF7S · pith_short_16: SYWPOZQKEF7SXL6X · pith_short_8: SYWPOZQK

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/SYWPOZQKEF7SXL6XPSVEPJE6AX \
  | 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: 962cf7660a217f2bafd77caa47a49e05cc5c130424d1f5aa24e94ecaace89f86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cb339e58272bbd397cefd720b0d1f2262ea525d300f001024469f4c6204f746",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-11-27T16:41:58Z",
    "title_canon_sha256": "671f459a4be00824ae9edc331c756c13f3d101d59b8961914be8665eddba6415"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.11083",
    "kind": "arxiv",
    "version": 1
  }
}