Pith Number

pith:KSDZX4LG

pith:2018:KSDZX4LG7Z6RZ44KQHM3BVQKZO

not attested not anchored not stored refs pending

Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning

Arezoo Rajabi, Christian Gagn\'e, Mahdieh Abbasi, Rakesh B. Bobba

arxiv:1804.08794 v2 · 2018-04-24 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSDZX4LG7Z6RZ44KQHM3BVQKZO}

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	2026-05-18T00:15:49.542738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54879bf166fe7d1cf38a81d9b0d60acb9babafa6666c6136c09ab71448be1419

Aliases

arxiv: 1804.08794 · arxiv_version: 1804.08794v2 · doi: 10.48550/arxiv.1804.08794 · pith_short_12: KSDZX4LG7Z6R · pith_short_16: KSDZX4LG7Z6RZ44K · pith_short_8: KSDZX4LG

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/KSDZX4LG7Z6RZ44KQHM3BVQKZO \
  | 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: 54879bf166fe7d1cf38a81d9b0d60acb9babafa6666c6136c09ab71448be1419

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7efec4ac1ecffc27d083a336557539da81908dc6423469a00f818b5a779c3f5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2018-04-24T00:54:05Z",
    "title_canon_sha256": "342246c3600c08503f8f7e1af712ac770b3dbc51657913c2f353018e47e0896b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.08794",
    "kind": "arxiv",
    "version": 2
  }
}