Pith Number

pith:WV33OF2U

pith:2020:WV33OF2UFEB2UKRGANREGZ6DLC

not attested not anchored not stored refs pending

Surprisal-Triggered Conditional Computation with Neural Networks

Brett H. Meyer, Derek Nowrouzezahrai, Loren Lugosch

arxiv:2006.01659 v1 · 2020-06-02 · 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{WV33OF2UFEB2UKRGANREGZ6DLC}

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

1 paper in Pith

When to Plan: Learning to Select Between Reactive Control and Deliberative Planning

Receipt and verification

First computed	2026-07-05T01:07:33.091847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b577b717542903aa2a2603624367c358bc3f4e4c3d9f52994dba964e763e0248

Aliases

arxiv: 2006.01659 · arxiv_version: 2006.01659v1 · doi: 10.48550/arxiv.2006.01659 · pith_short_12: WV33OF2UFEB2 · pith_short_16: WV33OF2UFEB2UKRG · pith_short_8: WV33OF2U

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/WV33OF2UFEB2UKRGANREGZ6DLC \
  | 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: b577b717542903aa2a2603624367c358bc3f4e4c3d9f52994dba964e763e0248

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d57944bfe1c3372ce4c7796b21c75e472d22bb4f0977943a396041ec95e87db",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-02T14:34:24Z",
    "title_canon_sha256": "3a0e8ec7fb2a3f2a3f67cca76037b8038b44a152400ef8f851dee3a8bbdcf4b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.01659",
    "kind": "arxiv",
    "version": 1
  }
}