Pith Number

pith:UDCTEX2E

pith:2022:UDCTEX2EFPYKRXCWMQPNKK43ET

not attested not anchored not stored refs pending

Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers

Aleksandar Botev, Guodong Zhang, James Martens

arxiv:2203.08120 v1 · 2022-03-15 · 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{UDCTEX2EFPYKRXCWMQPNKK43ET}

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

Is Random Attention Sufficient for Sequence Modeling? Disentangling Trainable Components in the Transformer

Receipt and verification

First computed	2026-07-05T04:05:26.392650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0c5325f442bf0a8dc56641ed52b9b24c67de343ef407af2677fff5cdf10563d

Aliases

arxiv: 2203.08120 · arxiv_version: 2203.08120v1 · doi: 10.48550/arxiv.2203.08120 · pith_short_12: UDCTEX2EFPYK · pith_short_16: UDCTEX2EFPYKRXCW · pith_short_8: UDCTEX2E

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/UDCTEX2EFPYKRXCWMQPNKK43ET \
  | 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: a0c5325f442bf0a8dc56641ed52b9b24c67de343ef407af2677fff5cdf10563d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33ac85fb8d57e8839d24cb5eafb19116928a496df38a96c43f5e56032c275de4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-15T17:49:08Z",
    "title_canon_sha256": "dca3865af1c5521d1cbcd47a2df0afe29f68174e9480f8de241211078526ccfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.08120",
    "kind": "arxiv",
    "version": 1
  }
}