Pith Number

pith:62RNIDUL

pith:2020:62RNIDUL2FTCJBIK57YWR7VJZZ

not attested not anchored not stored refs pending

Generalization Comparison of Deep Neural Networks via Output Sensitivity

Farnood Salehi, Mahsa Forouzesh, Patrick Thiran

arxiv:2007.15378 v1 · 2020-07-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{62RNIDUL2FTCJBIK57YWR7VJZZ}

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	2026-07-05T01:23:30.495755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6a2d40e8bd16624850aeff168fea9ce5af200b8bc4e7a5ce70df7a3cc13dc5d

Aliases

arxiv: 2007.15378 · arxiv_version: 2007.15378v1 · doi: 10.48550/arxiv.2007.15378 · pith_short_12: 62RNIDUL2FTC · pith_short_16: 62RNIDUL2FTCJBIK · pith_short_8: 62RNIDUL

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/62RNIDUL2FTCJBIK57YWR7VJZZ \
  | 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: f6a2d40e8bd16624850aeff168fea9ce5af200b8bc4e7a5ce70df7a3cc13dc5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6263fd8b9e022e76f632fa3e91e9c1babae3870f29483fa48664468e40ca170d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-30T11:08:42Z",
    "title_canon_sha256": "699d0e2e9ef4fcb39fe1469f61803032599e61b49fb08f32cf0471feab54fc0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.15378",
    "kind": "arxiv",
    "version": 1
  }
}