Pith Number

pith:D6346Y2F

pith:2025:D6346Y2FUKGYPR65KHTAP22S46

not attested not anchored not stored refs pending

Exploration of VLMs for Driver Monitoring Systems Applications

Igor Rodr\'iguez, Marcos Nieto, Oihana Otaegui, Paola Natalia Ca\~nas

arxiv:2503.12281 v1 · 2025-03-15 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{D6346Y2FUKGYPR65KHTAP22S46}

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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.

Cited by

1 paper in Pith

Vision-language Models for Driver Monitoring Systems: A Driver Activity Description Dataset

Receipt and verification

First computed	2026-07-05T10:32:09.311297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fb7cf6345a28d87c7dd51e607eb52e786977619c7c87dddaaa9bbb4119359ca

Aliases

arxiv: 2503.12281 · arxiv_version: 2503.12281v1 · doi: 10.48550/arxiv.2503.12281 · pith_short_12: D6346Y2FUKGY · pith_short_16: D6346Y2FUKGYPR65 · pith_short_8: D6346Y2F

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/D6346Y2FUKGYPR65KHTAP22S46 \
  | 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: 1fb7cf6345a28d87c7dd51e607eb52e786977619c7c87dddaaa9bbb4119359ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db8d5b33f5f2a165a544fbb9809d4cb9bfe4a4244089064d4f6cd98984763590",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-15T22:37:36Z",
    "title_canon_sha256": "6c63e703b3636fdc73a45c29f004848a4305c5cc648ca47db0a2d87f92f7be76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12281",
    "kind": "arxiv",
    "version": 1
  }
}