Pith Number

pith:6FQHDHR6

pith:2021:6FQHDHR6SZN3B6EX3H7PJCRCM7

not attested not anchored not stored refs pending

Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization

Antoni B. Chan, Jia Wan, Yufei Cui, Yu Mao, Ziquan Liu

arxiv:2102.03497 v2 · 2021-02-06 · 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{6FQHDHR6SZN3B6EX3H7PJCRCM7}

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	2026-07-05T04:32:48.780159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f160719e3e965bb0f897d9fef48a2267c4f81b73b5bd7ae4c81d198ace7e000d

Aliases

arxiv: 2102.03497 · arxiv_version: 2102.03497v2 · doi: 10.48550/arxiv.2102.03497 · pith_short_12: 6FQHDHR6SZN3 · pith_short_16: 6FQHDHR6SZN3B6EX · pith_short_8: 6FQHDHR6

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/6FQHDHR6SZN3B6EX3H7PJCRCM7 \
  | 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: f160719e3e965bb0f897d9fef48a2267c4f81b73b5bd7ae4c81d198ace7e000d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fb2fbd38e224a34ca6ea460b7e75d4f48ab7430893826c390edbd71db1c0a18",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-06T03:40:20Z",
    "title_canon_sha256": "c5437872a74e34356b1fdf53fa82b38b335fe3e8621a9c3883bff34fe6de60ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03497",
    "kind": "arxiv",
    "version": 2
  }
}