Pith Number

pith:X6ZYNSNZ

pith:2018:X6ZYNSNZET6WFVBEQ2AA2LUEMY

not attested not anchored not stored refs pending

Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences

Bohyung Han, Paul Hongsuck Seo, Seonguk Seo

arxiv:1809.10877 v5 · 2018-09-28 · 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{X6ZYNSNZET6WFVBEQ2AA2LUEMY}

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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

Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques

Receipt and verification

First computed	2026-05-17T23:47:52.681579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfb386c9b924fd62d42486800d2e84661819a5a147c414f4a192e0a886f88fd1

Aliases

arxiv: 1809.10877 · arxiv_version: 1809.10877v5 · doi: 10.48550/arxiv.1809.10877 · pith_short_12: X6ZYNSNZET6W · pith_short_16: X6ZYNSNZET6WFVBE · pith_short_8: X6ZYNSNZ

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/X6ZYNSNZET6WFVBEQ2AA2LUEMY \
  | 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: bfb386c9b924fd62d42486800d2e84661819a5a147c414f4a192e0a886f88fd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a8ae1b7f36f0d58d2158b9540061ff9b55958b1eb93a46de7bf62718f58eac",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-28T06:43:26Z",
    "title_canon_sha256": "1d3c4714c3cb8607d9b125d66a28aa13d0c9f8905fac6c49f9cc07d51a7f5236"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10877",
    "kind": "arxiv",
    "version": 5
  }
}