Pith Number

pith:P4XEFUNT

pith:2018:P4XEFUNT2WW5LYHBUMSMSDUVKD

not attested not anchored not stored refs pending

Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm

Burak Kakillioglu, Senem Velipasalar, Yantao Lu

arxiv:1809.10244 v1 · 2018-09-24 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P4XEFUNT2WW5LYHBUMSMSDUVKD}

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	2026-05-18T00:04:38.769766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f2e42d1b3d5add5e0e1a324c90e9550ec70fdc5942b1e43352160753e64057c

Aliases

arxiv: 1809.10244 · arxiv_version: 1809.10244v1 · doi: 10.48550/arxiv.1809.10244 · pith_short_12: P4XEFUNT2WW5 · pith_short_16: P4XEFUNT2WW5LYHB · pith_short_8: P4XEFUNT

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/P4XEFUNT2WW5LYHBUMSMSDUVKD \
  | 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: 7f2e42d1b3d5add5e0e1a324c90e9550ec70fdc5942b1e43352160753e64057c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdcd17f778a35621648e8f26b12581f95aa611582dfd80fbfdc035cfa481ca87",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-09-24T15:43:17Z",
    "title_canon_sha256": "14b349933174b206e9a1fc27f07a434fc73387c83f6bc05b0121d04516746064"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10244",
    "kind": "arxiv",
    "version": 1
  }
}