Pith Number

pith:F5L7UTTN

pith:2020:F5L7UTTN7JHTVDM35JKT55NLSI

not attested not anchored not stored refs pending

Masksembles for Uncertainty Estimation

Nikita Durasov, Pascal Fua, Pierre Baque, Timur Bagautdinov

arxiv:2012.08334 v2 · 2020-12-15 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5L7UTTN7JHTVDM35JKT55NLSI}

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.

Receipt and verification

First computed	2026-07-05T02:52:14.540688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f57fa4e6dfa4f3a8d9bea553ef5ab9219fb4bb568079c3582b68f8074d9cbfc

Aliases

arxiv: 2012.08334 · arxiv_version: 2012.08334v2 · doi: 10.48550/arxiv.2012.08334 · pith_short_12: F5L7UTTN7JHT · pith_short_16: F5L7UTTN7JHTVDM3 · pith_short_8: F5L7UTTN

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/F5L7UTTN7JHTVDM35JKT55NLSI \
  | 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: 2f57fa4e6dfa4f3a8d9bea553ef5ab9219fb4bb568079c3582b68f8074d9cbfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b128a6a7ae58e9c4081529b35461a799f7886318d1f0f16aa5db34a0bb454c7a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-15T14:39:57Z",
    "title_canon_sha256": "abbc49a41d6e98336328fcfa8c207be6dad80cbd77b0aaa704123811b728e58a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.08334",
    "kind": "arxiv",
    "version": 2
  }
}