Pith Number

pith:2VVFABLW

pith:2021:2VVFABLW6MRS7E2FDUFPFKU4OL

not attested not anchored not stored refs pending

High-Performance Large-Scale Image Recognition Without Normalization

Andrew Brock, Karen Simonyan, Samuel L. Smith, Soham De

arxiv:2102.06171 v1 · 2021-02-11 · cs.CV · 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{2VVFABLW6MRS7E2FDUFPFKU4OL}

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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

5 papers in Pith

Deep Learning Alternatives of the Kolmogorov Superposition Theorem

Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers

Imposing Boundary Conditions on Neural Operators via Learned Function Extensions

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Flamingo: a Visual Language Model for Few-Shot Learning

Receipt and verification

First computed	2026-07-05T02:14:39.063027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d56a500576f3232f93451d0af2aa9c72cd19834268ec8b2cf78c3a18473965f7

Aliases

arxiv: 2102.06171 · arxiv_version: 2102.06171v1 · doi: 10.48550/arxiv.2102.06171 · pith_short_12: 2VVFABLW6MRS · pith_short_16: 2VVFABLW6MRS7E2F · pith_short_8: 2VVFABLW

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/2VVFABLW6MRS7E2FDUFPFKU4OL \
  | 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: d56a500576f3232f93451d0af2aa9c72cd19834268ec8b2cf78c3a18473965f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13c4f3907d9dd591b51726b8a3c16802baf5b2b396e4c0ac38ad9c1ed21f8b28",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-02-11T18:23:20Z",
    "title_canon_sha256": "fc452a76dc3de427f426e682fc6f2f57f655299e82e5ad6a79d466b508b979f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06171",
    "kind": "arxiv",
    "version": 1
  }
}