Pith Number

pith:ZUH7EPE3

pith:2017:ZUH7EPE3UXXHSJBDEVP3AVNTSF

not attested not anchored not stored refs pending

GibbsNet: Iterative Adversarial Inference for Deep Graphical Models

Aaron Courville, Alex Lamb, Devon Hjelm, Joseph Paul Cohen, Yaroslav Ganin, Yoshua Bengio

arxiv:1712.04120 v1 · 2017-12-12 · 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{ZUH7EPE3UXXHSJBDEVP3AVNTSF}

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	2026-05-18T00:28:09.088219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd0ff23c9ba5ee792423255fb055b3916059ec18cc7ccd36ed70c81a250a6f98

Aliases

arxiv: 1712.04120 · arxiv_version: 1712.04120v1 · doi: 10.48550/arxiv.1712.04120 · pith_short_12: ZUH7EPE3UXXH · pith_short_16: ZUH7EPE3UXXHSJBD · pith_short_8: ZUH7EPE3

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/ZUH7EPE3UXXHSJBDEVP3AVNTSF \
  | 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: cd0ff23c9ba5ee792423255fb055b3916059ec18cc7ccd36ed70c81a250a6f98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdc4fed93ae2165b9646d9fd04ee6846e07dc817c44148745a44b23d086cc491",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-12T04:16:52Z",
    "title_canon_sha256": "475da69938aa63bff87b47ab5a26166675c98d40af4ccc17454f440d367d765a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04120",
    "kind": "arxiv",
    "version": 1
  }
}