pith. sign in
Pith Number

pith:EPT2SJYL

pith:2018:EPT2SJYL5EF33KWH2PFIX2JZOP
not attested not anchored not stored refs pending

TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set

Darina Roitshtain, Itay Barnea, Lidor Karako, Moran Rubin, Natan T. Shaked, Nir A. Turko, Omer Stein, Raja Giryes, Yoav Nygate

arxiv:1812.11006 v1 · 2018-12-17 · eess.IV · cs.CV · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EPT2SJYL5EF33KWH2PFIX2JZOP}

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 2026-05-17T23:57:16.576805Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

23e7a9270be90bbdaac7d3ca8be93973f328ecd9621e7f7a8606de10779b39cd

Aliases

arxiv: 1812.11006 · arxiv_version: 1812.11006v1 · doi: 10.48550/arxiv.1812.11006 · pith_short_12: EPT2SJYL5EF3 · pith_short_16: EPT2SJYL5EF33KWH · pith_short_8: EPT2SJYL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EPT2SJYL5EF33KWH2PFIX2JZOP \
  | 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: 23e7a9270be90bbdaac7d3ca8be93973f328ecd9621e7f7a8606de10779b39cd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2dabdb079ede26ea6ca35b2cafb16c66f2715969b03956e6c5eec22660fd4aed",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2018-12-17T17:02:58Z",
    "title_canon_sha256": "afd8c83306ba38d2a79c37eb1ef2ba25ed7b88b26c5b3587e2317702af6ccbb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.11006",
    "kind": "arxiv",
    "version": 1
  }
}