Pith Number

pith:P6PBE3MV

pith:2019:P6PBE3MV34BCO3GPHJ22SPDO3F

not attested not anchored not stored refs pending

Using Pre-Training Can Improve Model Robustness and Uncertainty

Dan Hendrycks, Kimin Lee, Mantas Mazeika

arxiv:1901.09960 v5 · 2019-01-28 · cs.LG · cs.CV · 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{P6PBE3MV34BCO3GPHJ22SPDO3F}

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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

The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology

Receipt and verification

First computed	2026-07-05T00:13:13.361000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f9e126d95df02276ccf3a75a93c6ed959a70a27c18c8cf4a031bb0594eaa32e

Aliases

arxiv: 1901.09960 · arxiv_version: 1901.09960v5 · doi: 10.48550/arxiv.1901.09960 · pith_short_12: P6PBE3MV34BC · pith_short_16: P6PBE3MV34BCO3GP · pith_short_8: P6PBE3MV

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/P6PBE3MV34BCO3GPHJ22SPDO3F \
  | 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: 7f9e126d95df02276ccf3a75a93c6ed959a70a27c18c8cf4a031bb0594eaa32e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a263532117c50906498ea4d9abb32d6e002b082c462823f41c37703a2be29c03",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-28T19:37:07Z",
    "title_canon_sha256": "d7f0a3eccad003a10ecca88841afc36dbb779efffbfe2a178e98fbfe9ea16dd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09960",
    "kind": "arxiv",
    "version": 5
  }
}