Pith Number

pith:AY3OUPY4

pith:2025:AY3OUPY4SRPVEGYN4JY7SFLDIU

not attested not anchored not stored refs pending

Sense4FL: Vehicular Crowdsensing Enhanced Federated Learning for Object Detection in Autonomous Driving

Senkang Hu, Yanan Ma, Yiqin Deng, Yuguang Fang, Yun Ji, Zhengru Fang

arxiv:2503.17697 v2 · 2025-03-22 · cs.RO · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AY3OUPY4SRPVEGYN4JY7SFLDIU}

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

2 papers in Pith

TrimCaching: Parameter-sharing Edge Caching for AI Model Downloading

SLIDE: Simultaneous Model Downloading and Inference at the Wireless Network Edge

Receipt and verification

First computed	2026-07-05T12:05:41.660482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0636ea3f1c945f521b0de271f91563450ba7630340b9c7e496a25bf05b91c2d6

Aliases

arxiv: 2503.17697 · arxiv_version: 2503.17697v2 · doi: 10.48550/arxiv.2503.17697 · pith_short_12: AY3OUPY4SRPV · pith_short_16: AY3OUPY4SRPVEGYN · pith_short_8: AY3OUPY4

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/AY3OUPY4SRPVEGYN4JY7SFLDIU \
  | 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: 0636ea3f1c945f521b0de271f91563450ba7630340b9c7e496a25bf05b91c2d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8432966394c049f4bc9d97774ec76e73ce804bada155f229108e8b6c629fecbc",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-03-22T08:39:01Z",
    "title_canon_sha256": "00e1220b9e771fbaf6474a17aca4b9fc79e171f81c32434841fef7f94fe17b52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17697",
    "kind": "arxiv",
    "version": 2
  }
}