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Pith
Pith Number

pith:NZO7HNLY

pith:2022:NZO7HNLYWWKEKLAV6P5IAMP6SP
not attested not anchored not stored refs pending

DeepHybrid: Deep Learning on Automotive Radar Spectra and Reflections for Object Classification

Adriana-Eliza Cozma, David Stoeckel, Kilian Rambach, Lisa Morgan, Martin Stolz

arxiv:2202.08519 v1 · 2022-02-17 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{NZO7HNLYWWKEKLAV6P5IAMP6SP}

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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 2026-07-05T03:57:46.894148Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6e5df3b578b594452c15f3fa8031fe93c4dc9e4166d6e03bd64652ca08e7ec79

Aliases

arxiv: 2202.08519 · arxiv_version: 2202.08519v1 · doi: 10.48550/arxiv.2202.08519 · pith_short_12: NZO7HNLYWWKE · pith_short_16: NZO7HNLYWWKEKLAV · pith_short_8: NZO7HNLY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NZO7HNLYWWKEKLAV6P5IAMP6SP \
  | 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: 6e5df3b578b594452c15f3fa8031fe93c4dc9e4166d6e03bd64652ca08e7ec79
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5896d314e22d9979a3487bece396ddedc9f81471242d525bacaa2874775590e4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-17T08:45:11Z",
    "title_canon_sha256": "b218f34f8a7aee0e5145e2818f3407cb7ad3859973240db0230ceae95e3a7141"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08519",
    "kind": "arxiv",
    "version": 1
  }
}