Pith Number

pith:5PBPRIWJ

pith:2023:5PBPRIWJ2BZF2YVNUWKZKUGLPN

not attested not anchored not stored refs pending

The Hessian perspective into the Nature of Convolutional Neural Networks

Bernhard Sch\"olkopf, Sidak Pal Singh, Thomas Hofmann

arxiv:2305.09088 v1 · 2023-05-16 · 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{5PBPRIWJ2BZF2YVNUWKZKUGLPN}

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

Logits are All We Need to Adapt Closed Models

Receipt and verification

First computed	2026-07-05T06:10:43.426246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebc2f8a2c9d0725d62ada5959550cb7b68386004d472ca3361abd83cb5e8a4ee

Aliases

arxiv: 2305.09088 · arxiv_version: 2305.09088v1 · doi: 10.48550/arxiv.2305.09088 · pith_short_12: 5PBPRIWJ2BZF · pith_short_16: 5PBPRIWJ2BZF2YVN · pith_short_8: 5PBPRIWJ

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/5PBPRIWJ2BZF2YVNUWKZKUGLPN \
  | 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: ebc2f8a2c9d0725d62ada5959550cb7b68386004d472ca3361abd83cb5e8a4ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89efbfaca2ff300e360346d59ffaec0ca513c0a793009244f61a02355824e156",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-16T01:15:00Z",
    "title_canon_sha256": "dbee133e7604966cb3ce2f05e7a108985dfb2fff071246c9157729effac8fce6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09088",
    "kind": "arxiv",
    "version": 1
  }
}