Pith Number

pith:53NQJAKF

pith:2020:53NQJAKFPKLMDW6DGPDMMYWNOO

not attested not anchored not stored refs pending

Normalization Techniques in Training DNNs: Methodology, Analysis and Application

Fan Zhu, Jie Qin, Lei Huang, Li Liu, Ling Shao, Yi Zhou

arxiv:2009.12836 v1 · 2020-09-27 · cs.LG · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{53NQJAKFPKLMDW6DGPDMMYWNOO}

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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

3 papers in Pith

MoTIF: A Mode-Structured Tensor Framework for Multi-Parametric Approximation, Super-Resolution and Forecasting of Unsteady Systems

Error-mitigated quantum state tomography using neural networks

Elucidating the Design Space of Diffusion-Based Generative Models

Receipt and verification

First computed	2026-07-05T01:38:24.014890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eedb0481457a96c1dbc333c6c662cd7388dcaf0d02b9dfc0df047dba98dca49d

Aliases

arxiv: 2009.12836 · arxiv_version: 2009.12836v1 · doi: 10.48550/arxiv.2009.12836 · pith_short_12: 53NQJAKFPKLM · pith_short_16: 53NQJAKFPKLMDW6D · pith_short_8: 53NQJAKF

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/53NQJAKFPKLMDW6DGPDMMYWNOO \
  | 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: eedb0481457a96c1dbc333c6c662cd7388dcaf0d02b9dfc0df047dba98dca49d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f83bc1002b9cc07f5cb8833adb7de2839957c669f9cfba7ad00f2fb78ba34ab",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-27T13:06:52Z",
    "title_canon_sha256": "2f5db98ff6b6a62ad4950952286a88ca9f193c1613359d71195c4075f73070aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12836",
    "kind": "arxiv",
    "version": 1
  }
}