Pith Number

pith:PWBYHCXI

pith:2020:PWBYHCXIIAKW4V7DEIF2Y6LR2J

not attested not anchored not stored refs pending

Black Magic in Deep Learning: How Human Skill Impacts Network Training

Jan van Gemert, Kanav Anand, Marco Loog, Ziqi Wang

arxiv:2008.05981 v1 · 2020-08-13 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PWBYHCXIIAKW4V7DEIF2Y6LR2J}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

Assessing the Advantages and Limitations of Quantum Neural Networks in Regression Tasks

Receipt and verification

First computed	2026-07-05T01:26:59.280222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d83838ae840156e57e3220bac7971d2724b9662eff03f53a19f3fd1b917b468

Aliases

arxiv: 2008.05981 · arxiv_version: 2008.05981v1 · doi: 10.48550/arxiv.2008.05981 · pith_short_12: PWBYHCXIIAKW · pith_short_16: PWBYHCXIIAKW4V7D · pith_short_8: PWBYHCXI

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/PWBYHCXIIAKW4V7DEIF2Y6LR2J \
  | 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: 7d83838ae840156e57e3220bac7971d2724b9662eff03f53a19f3fd1b917b468

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8206848f0ae8aea20d335ba723f19daaf8f3a4df45d295d15666a81e50241a13",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-08-13T15:56:14Z",
    "title_canon_sha256": "2c20082ede6ee176dd6ea9b4567addb092d3cb34edc2efc1de573bf47eb041cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.05981",
    "kind": "arxiv",
    "version": 1
  }
}