Pith. sign in
Pith Number

pith:OFVLUYW6

pith:2019:OFVLUYW656WYPG3C5OQA47FSXR
not attested not anchored not stored refs pending

Robust Deep Sensing Through Transfer Learning in Cognitive Radio

Andrew Gilman, Laurence B. Milstein, Nuno Vasconcelos, Pamela C. Cosman, Qihang Peng

arxiv:1908.00658 v1 · 2019-08-01 · cs.IT · cs.LG · eess.SP · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OFVLUYW656WYPG3C5OQA47FSXR}

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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 2026-07-04T23:51:07.889251Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

716aba62deefad879b62eba00e7cb2bc7b7d2519d3e2690b5532cf7fa8b456dd

Aliases

arxiv: 1908.00658 · arxiv_version: 1908.00658v1 · doi: 10.48550/arxiv.1908.00658 · pith_short_12: OFVLUYW656WY · pith_short_16: OFVLUYW656WYPG3C · pith_short_8: OFVLUYW6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OFVLUYW656WYPG3C5OQA47FSXR \
  | 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: 716aba62deefad879b62eba00e7cb2bc7b7d2519d3e2690b5532cf7fa8b456dd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "01b76b9b24c28c2b2ed3b2523e74db1a029493f7108c3cdad32c2857b7b0b54e",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2019-08-01T23:12:10Z",
    "title_canon_sha256": "426027db890426749b11bff6cc8d316a57c2cc0fd513f85277141981e3461a3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.00658",
    "kind": "arxiv",
    "version": 1
  }
}