Pith Number

pith:XVVZPH3F

pith:2018:XVVZPH3FVJHZJFSZFMDPURNTUB

not attested not anchored not stored refs pending

Towards Understanding Regularization in Batch Normalization

Ping Luo, Wenqi Shao, Xinjiang Wang, Zhanglin Peng

arxiv:1809.00846 v4 · 2018-09-04 · cs.LG · cs.CV · cs.SY · 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{XVVZPH3FVJHZJFSZFMDPURNTUB}

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	2026-05-17T23:47:53.891358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd6b979f65aa4f9496592b06fa45b3a065eaa6bda1dbafd1579c2545bf363929

Aliases

arxiv: 1809.00846 · arxiv_version: 1809.00846v4 · doi: 10.48550/arxiv.1809.00846 · pith_short_12: XVVZPH3FVJHZ · pith_short_16: XVVZPH3FVJHZJFSZ · pith_short_8: XVVZPH3F

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/XVVZPH3FVJHZJFSZFMDPURNTUB \
  | 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: bd6b979f65aa4f9496592b06fa45b3a065eaa6bda1dbafd1579c2545bf363929

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "386638be43cbee5a19e8ff34dcc814cbdfaf3300542769e8420e77e4b58603ce",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-04T09:01:10Z",
    "title_canon_sha256": "0a15c13c76b409a13e63ba890441b44b675ce9730bf1863937fee4b57e366a4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.00846",
    "kind": "arxiv",
    "version": 4
  }
}