Pith Number

pith:AWOVRVAJ

pith:2020:AWOVRVAJQYABBGUMTLBAX4T6LX

not attested not anchored not stored refs pending

Deep Ensembles on a Fixed Memory Budget: One Wide Network or Several Thinner Ones?

Dmitry Vetrov, Ekaterina Lobacheva, Nadezhda Chirkova

arxiv:2005.07292 v1 · 2020-05-14 · 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{AWOVRVAJQYABBGUMTLBAX4T6LX}

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

Multi-Narrow Transformation as a Single-Model Ensemble: Boundary Conditions, Mechanisms, and Failure Modes

Receipt and verification

First computed	2026-07-05T01:03:01.043522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

059d58d4098600109a8c9ac20bf27e5dc16ad23d32fcb95c670f176421f10bf1

Aliases

arxiv: 2005.07292 · arxiv_version: 2005.07292v1 · doi: 10.48550/arxiv.2005.07292 · pith_short_12: AWOVRVAJQYAB · pith_short_16: AWOVRVAJQYABBGUM · pith_short_8: AWOVRVAJ

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/AWOVRVAJQYABBGUMTLBAX4T6LX \
  | 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: 059d58d4098600109a8c9ac20bf27e5dc16ad23d32fcb95c670f176421f10bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35680ef80b9dc12de006ab431385b44bb191732b2db71724d549324a90e04abd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-14T23:08:31Z",
    "title_canon_sha256": "5b78d5d91f608add38ad2fc0dde8e3c8ad7119d231cc940f0f1e434ffb4e7fc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.07292",
    "kind": "arxiv",
    "version": 1
  }
}