Pith Number

pith:5SCDEDYC

pith:2025:5SCDEDYC3YVBAD3ZTMMEL3DSJK

not attested not anchored not stored refs pending

Application of Vision-Language Model to Pedestrians Behavior and Scene Understanding in Autonomous Driving

Haoxiang Gao, Jinghan Cao, Li Zhang, Yu Zhao, Zhou Yang

arxiv:2501.06680 v2 · 2025-01-12 · cs.CV · cs.AI · cs.LG · cs.RO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5SCDEDYC3YVBAD3ZTMMEL3DSJK}

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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

3 papers in Pith

Decoding Pedestrian Crossing Intention from Egocentric Vision via Vision Language Models

Can VLMs Unlock Semantic Anomaly Detection? A Framework for Structured Reasoning

Receipt and verification

First computed	2026-07-05T11:45:30.640907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec84320f02de2a100f799b1845ec724a843b86056e40c1942aac7e47334f20ae

Aliases

arxiv: 2501.06680 · arxiv_version: 2501.06680v2 · doi: 10.48550/arxiv.2501.06680 · pith_short_12: 5SCDEDYC3YVB · pith_short_16: 5SCDEDYC3YVBAD3Z · pith_short_8: 5SCDEDYC

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/5SCDEDYC3YVBAD3ZTMMEL3DSJK \
  | 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: ec84320f02de2a100f799b1845ec724a843b86056e40c1942aac7e47334f20ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb58975917e3b38853b622e7790cf12700559f53702315dd3afd18ecf3f3a30d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-12T01:31:07Z",
    "title_canon_sha256": "65309403ff74c669d9a5959c07a4f96b868bcf4363ae96f3069ac67c633e9f25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06680",
    "kind": "arxiv",
    "version": 2
  }
}