Pith Number

pith:G3IX2XY2

pith:2022:G3IX2XY2J4KBLLGVRVDGCFLPYM

not attested not anchored not stored refs pending

Batch Normalization Explained

Randall Balestriero, Richard G. Baraniuk

arxiv:2209.14778 v1 · 2022-09-29 · cs.LG · cs.AI · cs.CG · 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{G3IX2XY2J4KBLLGVRVDGCFLPYM}

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

Impact of Batch Normalization on Convolutional Network Representations

Receipt and verification

First computed	2026-07-05T05:02:05.593345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36d17d5f1a4f1415acd58d4661156fc30b89706faa03386efad2afd5ef7509b5

Aliases

arxiv: 2209.14778 · arxiv_version: 2209.14778v1 · doi: 10.48550/arxiv.2209.14778 · pith_short_12: G3IX2XY2J4KB · pith_short_16: G3IX2XY2J4KBLLGV · pith_short_8: G3IX2XY2

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/G3IX2XY2J4KBLLGVRVDGCFLPYM \
  | 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: 36d17d5f1a4f1415acd58d4661156fc30b89706faa03386efad2afd5ef7509b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2417163c56df594b07a8dad7d3406d5ac71908918bf1ec23ff0a815a7e4113fe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CG",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-29T13:41:27Z",
    "title_canon_sha256": "b87561f8353ca9cafb4a4ed55b8b0cfc4c002e614d44f20ec9803d0c4ab20f3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14778",
    "kind": "arxiv",
    "version": 1
  }
}