Pith Number

pith:YL7MMWIG

pith:2022:YL7MMWIGZAS2434KAYXADAGSQO

not attested not anchored not stored refs pending

Deep Learning Object Detection Approaches to Signal Identification

Dinesh Bharadia, Kevin Anderson, Luke Wood, Peter Gerstoft, Raghab Subbaraman, Richard Bell

arxiv:2210.16173 v2 · 2022-10-27 · cs.SD · cs.LG · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YL7MMWIGZAS2434KAYXADAGSQO}

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.

Cited by

1 paper in Pith

CSRD2025: A Large-Scale Synthetic Radio Dataset for Spectrum Sensing in Wireless Communications

Receipt and verification

First computed	2026-07-05T05:12:32.034859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2fec65906c825ae6f8a062e0180d28399cd25cc91f948ca6b111da9302e5021

Aliases

arxiv: 2210.16173 · arxiv_version: 2210.16173v2 · doi: 10.48550/arxiv.2210.16173 · pith_short_12: YL7MMWIGZAS2 · pith_short_16: YL7MMWIGZAS2434K · pith_short_8: YL7MMWIG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/YL7MMWIGZAS2434KAYXADAGSQO \
  | 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: c2fec65906c825ae6f8a062e0180d28399cd25cc91f948ca6b111da9302e5021

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a9f203137786e4b5a3baa142894a6c458c14c6bb0438f8ac1eece0f5f17b12",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-10-27T02:08:46Z",
    "title_canon_sha256": "59e24ded55a94af621a23edb9264b17ff4e0b154056d3dd20362cfbfaf800550"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.16173",
    "kind": "arxiv",
    "version": 2
  }
}