Pith Number

pith:CNLO2WRT

pith:2019:CNLO2WRTAG4W6DGLGKVCEMQMLL

not attested not anchored not stored refs pending

Shakeout: A New Approach to Regularized Deep Neural Network Training

Dacheng Tao, Guoliang Kang, Jun Li

arxiv:1904.06593 v1 · 2019-04-13 · cs.CV · 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{CNLO2WRTAG4W6DGLGKVCEMQMLL}

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	2026-05-17T23:48:38.727290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1356ed5a3301b96f0ccb32aa22320c5af3d3a506dba78f5076e369857be9fb88

Aliases

arxiv: 1904.06593 · arxiv_version: 1904.06593v1 · doi: 10.48550/arxiv.1904.06593 · pith_short_12: CNLO2WRTAG4W · pith_short_16: CNLO2WRTAG4W6DGL · pith_short_8: CNLO2WRT

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/CNLO2WRTAG4W6DGLGKVCEMQMLL \
  | 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: 1356ed5a3301b96f0ccb32aa22320c5af3d3a506dba78f5076e369857be9fb88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bda395d13f6a8e41658d85c7f0b70a19c4cfedd00e2818b59107be39bc761b1",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-04-13T21:38:16Z",
    "title_canon_sha256": "6456975acb1a584ee6bc0aa6e41ad7fda9b88ff3c3085a18ac17ed88025d609b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.06593",
    "kind": "arxiv",
    "version": 1
  }
}