Pith Number

pith:BC7WYQIP

pith:2019:BC7WYQIPIDQ74IWI5IXLVRH6PT

not attested not anchored not stored refs pending

Unsupervised Temperature Scaling: An Unsupervised Post-Processing Calibration Method of Deep Networks

Azadeh Sadat Mozafari, Christian Gagn\'e, Hugo Siqueira Gomes, Wilson Le\~ao

arxiv:1905.00174 v3 · 2019-05-01 · 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{BC7WYQIPIDQ74IWI5IXLVRH6PT}

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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

VOLTA: The Surprising Ineffectiveness of Auxiliary Losses for Calibrated Deep Learning

Receipt and verification

First computed	2026-05-17T23:43:49.463186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08bf6c410f40e1fe22c8ea2ebac4fe7cd792efd18debd439b5a7983ea7449fc2

Aliases

arxiv: 1905.00174 · arxiv_version: 1905.00174v3 · doi: 10.48550/arxiv.1905.00174 · pith_short_12: BC7WYQIPIDQ7 · pith_short_16: BC7WYQIPIDQ74IWI · pith_short_8: BC7WYQIP

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/BC7WYQIPIDQ74IWI5IXLVRH6PT \
  | 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: 08bf6c410f40e1fe22c8ea2ebac4fe7cd792efd18debd439b5a7983ea7449fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdb9e2fc07049c3167b4c4d0bde9cac9f14e3a1ed54671a36c61a417f849d5b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-05-01T03:43:29Z",
    "title_canon_sha256": "6a5d7312cdeae02a4ddda7168a0506fbe85cd2a0c42371b684f014578ad1badd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.00174",
    "kind": "arxiv",
    "version": 3
  }
}