Pith Number

pith:D3GPS4DG

pith:2019:D3GPS4DGIQFJUNFHFRRQ5UY5CD

not attested not anchored not stored refs pending

An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation

Anthony Ortiz, Chris Pal, Doina Precup, Pascal Vincent, Samira Ebrahimi Kahou, Vikram Voleti, Vincent Michalski

arxiv:1908.00061 v1 · 2019-07-31 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3GPS4DGIQFJUNFHFRRQ5UY5CD}

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	2026-07-04T23:50:56.676881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1eccf97066440a9a34a72c630ed31d10db8dbd510ee2be1190229449d7e49036

Aliases

arxiv: 1908.00061 · arxiv_version: 1908.00061v1 · doi: 10.48550/arxiv.1908.00061 · pith_short_12: D3GPS4DGIQFJ · pith_short_16: D3GPS4DGIQFJUNFH · pith_short_8: D3GPS4DG

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/D3GPS4DGIQFJUNFHFRRQ5UY5CD \
  | 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: 1eccf97066440a9a34a72c630ed31d10db8dbd510ee2be1190229449d7e49036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26c54d1cb68bcc3189d6bedd6863f0a393f33a96c6f2438a180e1836869724c4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-07-31T19:37:16Z",
    "title_canon_sha256": "66074ce773e1f70f01f7f34d8d375322fa459940d64817b50c14e5b1d8f681c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.00061",
    "kind": "arxiv",
    "version": 1
  }
}