Pith Number

pith:2MQ3JJDC

pith:2025:2MQ3JJDCBJLWW7HRY3KJI2SVER

not attested not anchored not stored refs pending

Investigating Vision-Language Model for Point Cloud-based Vehicle Classification

Camille Kamga, Jie Wei, Yiqiao Li

arxiv:2504.08154 v1 · 2025-04-10 · cs.CV

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\usepackage{pith}
\pithnumber{2MQ3JJDCBJLWW7HRY3KJI2SVER}

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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

Effective Damage Data Generation by Fusing Imagery with Human Knowledge Using Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:47:43.965500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d321b4a4620a576b7cf1c6d4946a55247670a8fda86f4d64b5f63c94d14cc8eb

Aliases

arxiv: 2504.08154 · arxiv_version: 2504.08154v1 · doi: 10.48550/arxiv.2504.08154 · pith_short_12: 2MQ3JJDCBJLW · pith_short_16: 2MQ3JJDCBJLWW7HR · pith_short_8: 2MQ3JJDC

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/2MQ3JJDCBJLWW7HRY3KJI2SVER \
  | 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: d321b4a4620a576b7cf1c6d4946a55247670a8fda86f4d64b5f63c94d14cc8eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4bcbb882107d2705deef1b6a2a25491a406fd6db0c52fb5005ab4ad0f1dd310",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-10T22:37:27Z",
    "title_canon_sha256": "01b6b6b1a2a09538dc278a999ec22247b41e2f01690be7f4397551f088a093d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08154",
    "kind": "arxiv",
    "version": 1
  }
}