Pith Number

pith:FBOF2AOV

pith:2022:FBOF2AOVHOMBM3KAPAAKHQMDXY

not attested not anchored not stored refs pending

Neuron-Specific Dropout: A Deterministic Regularization Technique to Prevent Neural Networks from Overfitting & Reduce Dependence on Large Training Samples

Joshua Shunk

arxiv:2201.06938 v1 · 2022-01-13 · 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{FBOF2AOVHOMBM3KAPAAKHQMDXY}

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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

SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization

Receipt and verification

First computed	2026-07-05T03:49:32.848838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

285c5d01d53b98166d407800a3c183be3e109954d04576436d968c2f3a867879

Aliases

arxiv: 2201.06938 · arxiv_version: 2201.06938v1 · doi: 10.48550/arxiv.2201.06938 · pith_short_12: FBOF2AOVHOMB · pith_short_16: FBOF2AOVHOMBM3KA · pith_short_8: FBOF2AOV

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/FBOF2AOVHOMBM3KAPAAKHQMDXY \
  | 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: 285c5d01d53b98166d407800a3c183be3e109954d04576436d968c2f3a867879

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "438b57f61417e01a848b0280c31d0941da2cf5030d096bf17a691c6cb052cd43",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-13T13:10:30Z",
    "title_canon_sha256": "7254957ba533d047ca29b9824a964c7c6e0716135fadd42148d5e8fcccc13917"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06938",
    "kind": "arxiv",
    "version": 1
  }
}