Pith Number

pith:CZOB7CFQ

pith:2019:CZOB7CFQGUV3GAARDTCBHNZYB6

not attested not anchored not stored refs pending

Four Things Everyone Should Know to Improve Batch Normalization

Cecilia Summers, Michael J. Dinneen

arxiv:1906.03548 v2 · 2019-06-09 · 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{CZOB7CFQGUV3GAARDTCBHNZYB6}

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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

Recovering Plasticity of Neural Networks via Soft Weight Rescaling

Receipt and verification

First computed	2026-07-05T00:40:43.154184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

165c1f88b0352bb300111cc413b7380fb0debba9b01d227b80f970c2ac65bb78

Aliases

arxiv: 1906.03548 · arxiv_version: 1906.03548v2 · doi: 10.48550/arxiv.1906.03548 · pith_short_12: CZOB7CFQGUV3 · pith_short_16: CZOB7CFQGUV3GAAR · pith_short_8: CZOB7CFQ

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/CZOB7CFQGUV3GAARDTCBHNZYB6 \
  | 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: 165c1f88b0352bb300111cc413b7380fb0debba9b01d227b80f970c2ac65bb78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8b5fac2646be5cf48f754f4075773555c88df50ca4dfdd055f67e1dbe1a0b87",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-09T01:14:48Z",
    "title_canon_sha256": "9ac27138046d27dfa9f53f1d99e25e0b80da576527cf9305b722f89ed92652a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03548",
    "kind": "arxiv",
    "version": 2
  }
}