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Pith Number

pith:7SO4UT3Y

pith:2019:7SO4UT3YLQBQ5QO7S34NUPBIK6
not attested not anchored not stored refs pending

Stabilize Deep ResNet with A Sharp Scaling Factor $\tau$

Da Yu, Huishuai Zhang, Mingyang Yi, Tie-Yan Liu, Wei Chen

arxiv:1903.07120 v5 · 2019-03-17 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{7SO4UT3YLQBQ5QO7S34NUPBIK6}

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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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T05:37:02.323625Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fc9dca4f785c030ec1df96f8da3c2857a433f3f004a2da6ca7ec2d1026855a73

Aliases

arxiv: 1903.07120 · arxiv_version: 1903.07120v5 · doi: 10.48550/arxiv.1903.07120 · pith_short_12: 7SO4UT3YLQBQ · pith_short_16: 7SO4UT3YLQBQ5QO7 · pith_short_8: 7SO4UT3Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7SO4UT3YLQBQ5QO7S34NUPBIK6 \
  | 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: fc9dca4f785c030ec1df96f8da3c2857a433f3f004a2da6ca7ec2d1026855a73
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "870dc40e48e80101ed80292d732bcbce3bf86e57e07d4f8453560701ef7f2514",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-17T16:15:56Z",
    "title_canon_sha256": "3adc1fd43c5568d0c715d1ea10c33e0eb2e83072ec2c6fcbdcbb366825872be0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.07120",
    "kind": "arxiv",
    "version": 5
  }
}