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Pith Number

pith:5HWNK2UP

pith:2017:5HWNK2UPHTMPKWNBG7GX3KZ6F5
not attested not anchored not stored refs pending

All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation

Di Xie, Jiang Xiong, Shiliang Pu

arxiv:1703.01827 v3 · 2017-03-06 · cs.CV · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5HWNK2UPHTMPKWNBG7GX3KZ6F5}

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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 2026-05-18T00:46:46.233663Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e9ecd56a8f3cd8f559a137cd7dab3e2f5e3cd9c6160c00298bbb6e240e9eaa80

Aliases

arxiv: 1703.01827 · arxiv_version: 1703.01827v3 · doi: 10.48550/arxiv.1703.01827 · pith_short_12: 5HWNK2UPHTMP · pith_short_16: 5HWNK2UPHTMPKWNB · pith_short_8: 5HWNK2UP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5HWNK2UPHTMPKWNBG7GX3KZ6F5 \
  | 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: e9ecd56a8f3cd8f559a137cd7dab3e2f5e3cd9c6160c00298bbb6e240e9eaa80
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c7c5067854d114c8f2ab34f0ba41d02c4b36342c93ecd6c3e145c9475c83f611",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-03-06T11:54:43Z",
    "title_canon_sha256": "9427a2e0030956bf61d96300d478d63aa8ebe8015043532c5a9c18c4a8afa153"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.01827",
    "kind": "arxiv",
    "version": 3
  }
}