Pith Number

pith:BUNJHXTJ

pith:2016:BUNJHXTJUTH6J22EX737CHFCMK

not attested not anchored not stored refs pending

Sequential Neural Models with Stochastic Layers

Marco Fraccaro, Ole Winther, S{\o}ren Kaae S{\o}nderby, Ulrich Paquet

arxiv:1605.07571 v2 · 2016-05-24 · 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{BUNJHXTJUTH6J22EX737CHFCMK}

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.

Cited by

3 papers in Pith

Generative Recursive Reasoning

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation

Receipt and verification

First computed	2026-05-18T00:59:25.039534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d1a93de69a4cfe4eb44bff7f11ca262a56f63102ed20f3d247c1c9e3293c1c1

Aliases

arxiv: 1605.07571 · arxiv_version: 1605.07571v2 · doi: 10.48550/arxiv.1605.07571 · pith_short_12: BUNJHXTJUTH6 · pith_short_16: BUNJHXTJUTH6J22E · pith_short_8: BUNJHXTJ

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/BUNJHXTJUTH6J22EX737CHFCMK \
  | 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: 0d1a93de69a4cfe4eb44bff7f11ca262a56f63102ed20f3d247c1c9e3293c1c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8bfe8f161178ccf5dfa173852f5ebad4856390ac00e6ff675e520089252a2ff",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-05-24T18:23:58Z",
    "title_canon_sha256": "d29f36f60cda14e9242ea817bf3511a998983a0bfb2f242f04e6ef7f6d3e7abe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07571",
    "kind": "arxiv",
    "version": 2
  }
}