Pith Number

pith:FPBU7NKD

pith:2019:FPBU7NKDBQI5LBBBCQM4NQDFDU

not attested not anchored not stored refs pending

Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification

Matias Valdenegro-Toro

arxiv:1910.08168 v2 · 2019-10-17 · cs.LG · cs.CV · 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{FPBU7NKDBQI5LBBBCQM4NQDFDU}

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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

U-FaceBP: Uncertainty-aware Bayesian Ensemble Deep Learning for Face Video-based Blood Pressure Estimation

Receipt and verification

First computed	2026-07-05T00:22:42.607767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bc34fb5430c11d584211419c6c0651d06d53948891667ae2b2ee4d5ae901126

Aliases

arxiv: 1910.08168 · arxiv_version: 1910.08168v2 · doi: 10.48550/arxiv.1910.08168 · pith_short_12: FPBU7NKDBQI5 · pith_short_16: FPBU7NKDBQI5LBBB · pith_short_8: FPBU7NKD

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/FPBU7NKDBQI5LBBBCQM4NQDFDU \
  | 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: 2bc34fb5430c11d584211419c6c0651d06d53948891667ae2b2ee4d5ae901126

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8acb240086dbe9b4c746e3afa2135c08866c4cd8c1fe7732e961bc4cf9c5f914",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-17T21:07:40Z",
    "title_canon_sha256": "cd8239cf3b5ba197a8e25b0e5a06d7c253f68803666c8dd9a186e69946dd3104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.08168",
    "kind": "arxiv",
    "version": 2
  }
}