pith. sign in
Pith Number

pith:IKLTCO5R

pith:2018:IKLTCO5RLRHDQDZ3RSS4EUG3XW
not attested not anchored not stored refs pending

On transfer learning using a MAC model variant

Ahmet S. Ozcan, Tomasz Kornuta, T.S. Jayram, Vincent Albouy, Vincent Marois, Younes Bouhadjar

arxiv:1811.06529 v2 · 2018-11-15 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IKLTCO5RLRHDQDZ3RSS4EUG3XW}

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 2026-05-18T00:00:29.326212Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4297313bb15c4e380f3b8ca5c250dbbd99827a46172d5c6de71df67a83c7c1c5

Aliases

arxiv: 1811.06529 · arxiv_version: 1811.06529v2 · doi: 10.48550/arxiv.1811.06529 · pith_short_12: IKLTCO5RLRHD · pith_short_16: IKLTCO5RLRHDQDZ3 · pith_short_8: IKLTCO5R
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IKLTCO5RLRHDQDZ3RSS4EUG3XW \
  | 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: 4297313bb15c4e380f3b8ca5c250dbbd99827a46172d5c6de71df67a83c7c1c5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6390077ae90a4db0cdbd4e5398de6f6e032df654c50431d31a8b6633aa02000",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-11-15T18:52:06Z",
    "title_canon_sha256": "b78cddb91411c97e64477b2d9c0dd753fdc7d07ef17c83dcf99216dbb559c996"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.06529",
    "kind": "arxiv",
    "version": 2
  }
}