Pith Number

pith:FHG54JQL

pith:2024:FHG54JQLPKHZ4XPCITDIV5GS3L

not attested not anchored not stored refs pending

Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities

Bin Gao, Bingbing Liu, Dengxin Dai, Haiming Zhang, Hongbo Zhang, Huan Jin, Jiantao Gao, Jingming Guo, Kaiqiang Zhou, Lihui Jiang, Weichao Qiu, Wei Zhang, Xu Yan, Yingjie Cai, Yue Zhao, Zhen Li

arxiv:2401.08045 v1 · 2024-01-16 · cs.CV

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

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\usepackage{pith}
\pithnumber{FHG54JQLPKHZ4XPCITDIV5GS3L}

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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

2 papers in Pith

LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios

Training a Student Expert via Semi-Supervised Foundation Model Distillation

Receipt and verification

First computed	2026-07-05T07:34:06.472355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29cdde260b7a8f9e5de244c68af4d2daf501fefc49137bcbafcbf1a6b15d3394

Aliases

arxiv: 2401.08045 · arxiv_version: 2401.08045v1 · doi: 10.48550/arxiv.2401.08045 · pith_short_12: FHG54JQLPKHZ · pith_short_16: FHG54JQLPKHZ4XPC · pith_short_8: FHG54JQL

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/FHG54JQLPKHZ4XPCITDIV5GS3L \
  | 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: 29cdde260b7a8f9e5de244c68af4d2daf501fefc49137bcbafcbf1a6b15d3394

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c59887af244d5e91e87c49f0fe3fe2041796d519e1fbfd54972f758634f0b7c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-16T01:57:24Z",
    "title_canon_sha256": "4810ee65e4adb788af1a5b44df0becabe21c0d8a10ff865b50d01ff3d5067ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08045",
    "kind": "arxiv",
    "version": 1
  }
}