Pith Number

pith:YVBTBYWA

pith:2025:YVBTBYWAA5R6NMOBOC6F5PMHOW

not attested not anchored not stored refs pending

CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models

Sikai Chen, Sruthi Bhavanam, Yansong Qu, Yue Leng, Zihao Sheng, Zilin Huang

arxiv:2502.15119 v1 · 2025-02-21 · cs.RO · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVBTBYWAA5R6NMOBOC6F5PMHOW}

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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

A Survey on the Applications of Generative Artificial Intelligence in Automated Driving Systems Test Scenario Generation Methods

Receipt and verification

First computed	2026-07-05T10:17:56.378109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c54330e2c00763e6b1c170bc5ebd87758e1615db09b1c514b0dba0318be2261b

Aliases

arxiv: 2502.15119 · arxiv_version: 2502.15119v1 · doi: 10.48550/arxiv.2502.15119 · pith_short_12: YVBTBYWAA5R6 · pith_short_16: YVBTBYWAA5R6NMOB · pith_short_8: YVBTBYWA

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/YVBTBYWAA5R6NMOBOC6F5PMHOW \
  | 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: c54330e2c00763e6b1c170bc5ebd87758e1615db09b1c514b0dba0318be2261b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4858302a77e667f1b8753485f0107813cffdd5b7da96fe9fa5ce8d497e6c7484",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-02-21T00:42:40Z",
    "title_canon_sha256": "c794a9d8c26a819ee6c8fde5b4d9f48a7b15224eae37e53d8429c07c4366cbfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15119",
    "kind": "arxiv",
    "version": 1
  }
}