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Pith Number

pith:SN5NCPLE

pith:2021:SN5NCPLEXR5N342URTFRYVQCM7
not attested not anchored not stored refs pending

Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

Carlos Fernandez-Granda, Chong You, Qing Qu, Sheng Liu, Xiao Li, Yuexiang Zhai, Zhihui Zhu

arxiv:2103.00673 v2 · 2021-03-01 · cs.CV · cs.AI · cs.LG · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SN5NCPLEXR5N342URTFRYVQCM7}

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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.
Receipt and verification
First computed 2026-07-05T03:45:08.750524Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

937ad13d64bc7addf3548ccb1c560267de7e81da6d7cb1ca5a290774206b801a

Aliases

arxiv: 2103.00673 · arxiv_version: 2103.00673v2 · doi: 10.48550/arxiv.2103.00673 · pith_short_12: SN5NCPLEXR5N · pith_short_16: SN5NCPLEXR5N342U · pith_short_8: SN5NCPLE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SN5NCPLEXR5N342URTFRYVQCM7 \
  | 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: 937ad13d64bc7addf3548ccb1c560267de7e81da6d7cb1ca5a290774206b801a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4462ce2300b1ff20b36494f8da1c200216c232b2b71f7afec7e010af511362e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-03-01T00:33:04Z",
    "title_canon_sha256": "6af377637d8b6e7059c7b33df60cef9de2bfe7ed7d7d9852ca8a1fca02e21e5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.00673",
    "kind": "arxiv",
    "version": 2
  }
}