Pith Number

pith:WXIYZODA

pith:2018:WXIYZODAAE2JF3UZ7GOHQNROFP

not attested not anchored not stored refs pending

Understanding Generalization and Optimization Performance of Deep CNNs

Jiashi Feng, Pan Zhou

arxiv:1805.10767 v1 · 2018-05-28 · cs.LG · math.OC · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WXIYZODAAE2JF3UZ7GOHQNROFP}

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.

Receipt and verification

First computed	2026-05-18T00:14:51.489006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5d18cb860013492ee99f99c78362e2bf7b84dab46202bec912327b148153699

Aliases

arxiv: 1805.10767 · arxiv_version: 1805.10767v1 · doi: 10.48550/arxiv.1805.10767 · pith_short_12: WXIYZODAAE2J · pith_short_16: WXIYZODAAE2JF3UZ · pith_short_8: WXIYZODA

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/WXIYZODAAE2JF3UZ7GOHQNROFP \
  | 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: b5d18cb860013492ee99f99c78362e2bf7b84dab46202bec912327b148153699

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a6c5ec45e60ee0b899779b47af4fe8a37cc157baf2397c35ffc66cbf3b44d75",
    "cross_cats_sorted": [
      "math.OC",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-28T04:39:24Z",
    "title_canon_sha256": "6c7fcfdf19ea9bf756fe27db5e9a37f2652f088b2177440ae48340e7faab3a36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.10767",
    "kind": "arxiv",
    "version": 1
  }
}