Pith Number

pith:UYFXE7HU

pith:2025:UYFXE7HUBVESDX62YLA5ZDWZFI

not attested not anchored not stored refs pending

Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods, Datasets, and Future Directions

Hao Zheng, Jianpu Lin, Ruonan Lin, Tao Tang, Wenye Zhou, Xin Yang, Yi Zhang, Yongtai Liu

arxiv:2505.07611 v2 · 2025-05-12 · 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{UYFXE7HUBVESDX62YLA5ZDWZFI}

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.

Receipt and verification

First computed	2026-07-05T12:04:34.641551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a60b727cf40d4921dfdac2c1dc8ed92a3ea2906e61a05616e1b747d8e3c461e8

Aliases

arxiv: 2505.07611 · arxiv_version: 2505.07611v2 · doi: 10.48550/arxiv.2505.07611 · pith_short_12: UYFXE7HUBVES · pith_short_16: UYFXE7HUBVESDX62 · pith_short_8: UYFXE7HU

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/UYFXE7HUBVESDX62YLA5ZDWZFI \
  | 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: a60b727cf40d4921dfdac2c1dc8ed92a3ea2906e61a05616e1b747d8e3c461e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd36d017c219e0e957a86136c639dad595835449c37408298513515912f839e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-12T14:34:22Z",
    "title_canon_sha256": "d3be89ce639c37f8328252ac15140ac407bc05096c78ffbc55d04c1f91f6512e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07611",
    "kind": "arxiv",
    "version": 2
  }
}