Pith Number

pith:SIGUNBWL

pith:2017:SIGUNBWL4R7FHX74IO4HY4524H

not attested not anchored not stored refs pending

Spectral Norm Regularization for Improving the Generalizability of Deep Learning

Takeru Miyato, Yuichi Yoshida

arxiv:1705.10941 v1 · 2017-05-31 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{SIGUNBWL4R7FHX74IO4HY4524H}

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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

10 papers in Pith

ReachNN: Reachability Analysis of Neural-Network Controlled Systems

Mean Spectral Normalization of Deep Neural Networks for Embedded Automation

Accelerating Inference for Multilayer Neural Networks with Quantum Computers

Navigating Potholes with Geometry-Aware Sharpness Minimization

When to Stop Reusing: Dynamic Gradient Gating for Sample-Efficient RLVR

Receipt and verification

First computed	2026-05-18T00:43:19.790952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

920d4686cbe47e53dffc43b87c73bae1cd9ef25643c7a7c8c79704383bb1c4cd

Aliases

arxiv: 1705.10941 · arxiv_version: 1705.10941v1 · doi: 10.48550/arxiv.1705.10941 · pith_short_12: SIGUNBWL4R7F · pith_short_16: SIGUNBWL4R7FHX74 · pith_short_8: SIGUNBWL

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/SIGUNBWL4R7FHX74IO4HY4524H \
  | 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: 920d4686cbe47e53dffc43b87c73bae1cd9ef25643c7a7c8c79704383bb1c4cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "977d21d4a0a3ae165f9545f3d8eefa1a58fd284ebd6b6e25544aade43759420b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-31T04:56:25Z",
    "title_canon_sha256": "493ccb98b119ac5be8e5dc23f3531fdc8490c84a93f0d1640bb9346211094879"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.10941",
    "kind": "arxiv",
    "version": 1
  }
}