Pith Number

pith:TGKXAXYS

pith:2019:TGKXAXYSEEBMQ7UMAWNYL2Y4RR

not attested not anchored not stored refs pending

Deep Adversarial Belief Networks

Ashkan Panahi, Hamid Krim, Spencer L. Smith, Yiyi Yu, Yuming Huang

arxiv:1909.06134 v2 · 2019-09-13 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TGKXAXYSEEBMQ7UMAWNYL2Y4RR}

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	2026-07-05T00:07:08.094776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9995705f122102c87e8c059b85eb1c8c78396e99ee4c9854799ba5ec50b559de

Aliases

arxiv: 1909.06134 · arxiv_version: 1909.06134v2 · doi: 10.48550/arxiv.1909.06134 · pith_short_12: TGKXAXYSEEBM · pith_short_16: TGKXAXYSEEBMQ7UM · pith_short_8: TGKXAXYS

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/TGKXAXYSEEBMQ7UMAWNYL2Y4RR \
  | 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: 9995705f122102c87e8c059b85eb1c8c78396e99ee4c9854799ba5ec50b559de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af47c2ae5939a7ec5aab24c99a0eff8e5f0337ed021320cb52cea1e22c063b7e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-13T10:53:48Z",
    "title_canon_sha256": "fabc2891a0a4daf82e69e3717ca0350e4991495857fc727cbb4ed9cbec5ac824"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06134",
    "kind": "arxiv",
    "version": 2
  }
}