Pith Number

pith:VHQMNZJZ

pith:2013:VHQMNZJZPXLLJHDAWR64COM3PL

not attested not anchored not stored refs pending

Multimodal Transitions for Generative Stochastic Networks

Li Yao, Sherjil Ozair, Yoshua Bengio

arxiv:1312.5578 v4 · 2013-12-19 · 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{VHQMNZJZPXLLJHDAWR64COM3PL}

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	2026-05-18T02:43:45.428982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9e0c6e5397dd6b49c60b47dc1399b7af80895fcdcb42875657815ac209632a2

Aliases

arxiv: 1312.5578 · arxiv_version: 1312.5578v4 · doi: 10.48550/arxiv.1312.5578 · pith_short_12: VHQMNZJZPXLL · pith_short_16: VHQMNZJZPXLLJHDA · pith_short_8: VHQMNZJZ

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/VHQMNZJZPXLLJHDAWR64COM3PL \
  | 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: a9e0c6e5397dd6b49c60b47dc1399b7af80895fcdcb42875657815ac209632a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42589c05e7a59be36f960aa4596b3a723550545a5a59b238126fe2a949fff29e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-12-19T15:08:37Z",
    "title_canon_sha256": "fa948f21f2b23d93d94878b9472a8765b9f9a0c2a71e8665b9130c57fa6ff45b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1312.5578",
    "kind": "arxiv",
    "version": 4
  }
}