pith. sign in
Pith Number

pith:QXHDQJN2

pith:2017:QXHDQJN2IJ3LWPKUGOSY5ETOJM
not attested not anchored not stored refs pending

Generative learning for deep networks

Alexander Shekhovtsov, Boris Flach, Ondrej Fikar

arxiv:1709.08524 v1 · 2017-09-25 · cs.LG · cs.CV · cs.NE · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QXHDQJN2IJ3LWPKUGOSY5ETOJM}

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 2026-05-18T00:34:25.396409Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

85ce3825ba4276bb3d5433a58e926e4b007851eced7d7159924ff0dff86240b4

Aliases

arxiv: 1709.08524 · arxiv_version: 1709.08524v1 · doi: 10.48550/arxiv.1709.08524 · pith_short_12: QXHDQJN2IJ3L · pith_short_16: QXHDQJN2IJ3LWPKU · pith_short_8: QXHDQJN2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QXHDQJN2IJ3LWPKUGOSY5ETOJM \
  | 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: 85ce3825ba4276bb3d5433a58e926e4b007851eced7d7159924ff0dff86240b4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "896dc203deb769d3d7216f75f8fe41fcb1a383550396a5a43c092c2fd177d234",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-25T14:43:53Z",
    "title_canon_sha256": "4694aaee1e780b96b239a77c0137ff95e4218da76a10c72333a92a41d6a2d476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.08524",
    "kind": "arxiv",
    "version": 1
  }
}