Pith Number

pith:WJDQLCB7

pith:2025:WJDQLCB7YBYAAVJ4UDEUK6RC2Z

not attested not anchored not stored refs pending

Streamlining the Development of Active Learning Methods in Real-World Object Detection

Christian Wirth, Michelle Karg, Moussa Kassem Sbeyti, Nadja Klein, Sahin Albayrak

arxiv:2508.19906 v1 · 2025-08-27 · 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{WJDQLCB7YBYAAVJ4UDEUK6RC2Z}

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.

Cited by

1 paper in Pith

From Model Uncertainty to Human Attention: Localization-Aware Visual Cues for Scalable Annotation Review

Receipt and verification

First computed	2026-07-05T12:00:19.717997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b24705883fc07000553ca0c9457a22d67f52ae81e747675a9e19376a5839b499

Aliases

arxiv: 2508.19906 · arxiv_version: 2508.19906v1 · doi: 10.48550/arxiv.2508.19906 · pith_short_12: WJDQLCB7YBYA · pith_short_16: WJDQLCB7YBYAAVJ4 · pith_short_8: WJDQLCB7

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/WJDQLCB7YBYAAVJ4UDEUK6RC2Z \
  | 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: b24705883fc07000553ca0c9457a22d67f52ae81e747675a9e19376a5839b499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e004b50779eaebe6ba6b77b3c96076f6cbbef06cc4fd8796e1aca87b9af709f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-27T14:10:16Z",
    "title_canon_sha256": "a6a4a15e938be6c63b448366b2cef3ddcee9ce129db2bb46f4e1714bf5090cad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19906",
    "kind": "arxiv",
    "version": 1
  }
}