Pith Number

pith:XWUS2QLB

pith:2025:XWUS2QLBLLISPAMLYQ27OVEAIS

not attested not anchored not stored refs pending

PDB: Not All Drivers Are the Same -- A Personalized Dataset for Understanding Driving Behavior

Amr Abdelraouf, Chuheng Wei, Guoyuan Wu, Kyungtae Han, Matthew J. Barth, Rohit Gupta, Siyan Li, Xuanpeng Zhao, Ziyan Zhang, Ziye Qin

arxiv:2503.06477 v1 · 2025-03-09 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XWUS2QLBLLISPAMLYQ27OVEAIS}

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

VISTA-DZ: Visual Semantic Trajectory Adaptation for Personalized Dilemma Zone Prediction

Driving Like Yourself: A Benchmark for Closed-Loop Personalized End-to-End Autonomous Driving

Receipt and verification

First computed	2026-07-05T10:27:34.767994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bda92d41615ad127818bc435f7548044ae34b2fe82c63c91a7bf531e98865522

Aliases

arxiv: 2503.06477 · arxiv_version: 2503.06477v1 · doi: 10.48550/arxiv.2503.06477 · pith_short_12: XWUS2QLBLLIS · pith_short_16: XWUS2QLBLLISPAML · pith_short_8: XWUS2QLB

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/XWUS2QLBLLISPAMLYQ27OVEAIS \
  | 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: bda92d41615ad127818bc435f7548044ae34b2fe82c63c91a7bf531e98865522

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8afb7d61203f950f14e6b001ccb811dc901acc28307597498f4e4b381f3d716",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-09T06:28:39Z",
    "title_canon_sha256": "4c2177b77554d4dc6d17051d9c070bde7a2cd0e0be4dde58ed74f8b7621a3816"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06477",
    "kind": "arxiv",
    "version": 1
  }
}