Pith Number

pith:2LHU2UWR

pith:2025:2LHU2UWR2AFX7I6OR53TARFQDB

not attested not anchored not stored refs pending

Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification

Afshar Shamsi, Arash Mohammadi, Hamid Alinejad-Rokny, Hamzeh Asgharnezhad, Roohallah Alizadehsani

arxiv:2505.15671 v1 · 2025-05-21 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2LHU2UWR2AFX7I6OR53TARFQDB}

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

NeuroPareto: Calibrated Acquisition for Costly Many-Goal Search in Vast Parameter Spaces

Receipt and verification

First computed	2026-07-05T11:06:49.350875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2cf4d52d1d00b7fa3ce8f773044b01845b6cb1a45d853ab09461b80b15464ed

Aliases

arxiv: 2505.15671 · arxiv_version: 2505.15671v1 · doi: 10.48550/arxiv.2505.15671 · pith_short_12: 2LHU2UWR2AFX · pith_short_16: 2LHU2UWR2AFX7I6O · pith_short_8: 2LHU2UWR

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/2LHU2UWR2AFX7I6OR53TARFQDB \
  | 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: d2cf4d52d1d00b7fa3ce8f773044b01845b6cb1a45d853ab09461b80b15464ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d215cd2105bfe89d4907f5049d348d505263f41b0bf39c349aa6794dc5afcf4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-21T15:50:03Z",
    "title_canon_sha256": "536896818df231dcba041b48f481b1566f43232b362c270734bd9a955408cb62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15671",
    "kind": "arxiv",
    "version": 1
  }
}