Pith Number

pith:KQ2ZBW7C

pith:2019:KQ2ZBW7CROFWXJQDRG265Q7UCG

not attested not anchored not stored refs pending

Accelerating Training of Deep Neural Networks with a Standardization Loss

Jasmine Collins, Johannes Balle, Jonathon Shlens

arxiv:1903.00925 v1 · 2019-03-03 · cs.LG · cs.AI · 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{KQ2ZBW7CROFWXJQDRG265Q7UCG}

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	2026-05-17T23:52:12.778742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

543590dbe28b8b6ba60389b5eec3f411a5b37389e1449dee779c11ea99dfc45d

Aliases

arxiv: 1903.00925 · arxiv_version: 1903.00925v1 · doi: 10.48550/arxiv.1903.00925 · pith_short_12: KQ2ZBW7CROFW · pith_short_16: KQ2ZBW7CROFWXJQD · pith_short_8: KQ2ZBW7C

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/KQ2ZBW7CROFWXJQDRG265Q7UCG \
  | 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: 543590dbe28b8b6ba60389b5eec3f411a5b37389e1449dee779c11ea99dfc45d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8cb8431114b84cc68170414d7e4c466ba79468aecd7073b7cf7c3204815ba6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-03T15:17:06Z",
    "title_canon_sha256": "b2bf4df347949a5518e4874e3a86e32a707abc698b68518b8ad15c00279d5357"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.00925",
    "kind": "arxiv",
    "version": 1
  }
}