Pith Number

pith:37OXMVG4

pith:2022:37OXMVG4X4BSBMXEWWOYU2N2RT

not attested not anchored not stored refs pending

Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks

Angelos Filos, Dustin Tran, Ghassen Jerfel, Michael W. Dusenberry, Neil Band, Qixuan Feng, Tim G. J. Rudner, Yarin Gal, Zachary Nado

arxiv:2211.12717 v1 · 2022-11-23 · stat.ML · cs.AI · cs.CV · 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{37OXMVG4X4BSBMXEWWOYU2N2RT}

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

Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T05:18:54.051453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfdd7654dcbf0320b2e4b59d8a69ba8cd8e95d99b69e6a39b769a952da293ccb

Aliases

arxiv: 2211.12717 · arxiv_version: 2211.12717v1 · doi: 10.48550/arxiv.2211.12717 · pith_short_12: 37OXMVG4X4BS · pith_short_16: 37OXMVG4X4BSBMXE · pith_short_8: 37OXMVG4

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/37OXMVG4X4BSBMXEWWOYU2N2RT \
  | 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: dfdd7654dcbf0320b2e4b59d8a69ba8cd8e95d99b69e6a39b769a952da293ccb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac5820f63c9b8661cc92b1d12033e3bcb15f2730189b5196ddd28f6ebfe2e018",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-23T05:44:42Z",
    "title_canon_sha256": "d9b4bb40509bb5b582b235d627bc8f72a5dea1b26274fc0f4204a0efd4d3554e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12717",
    "kind": "arxiv",
    "version": 1
  }
}