Pith Number

pith:DVWWUFV4

pith:2022:DVWWUFV4DFX6RAPMZNM3CE6AIQ

not attested not anchored not stored refs pending

Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection

Hanno Gottschalk, Karsten Kahl, Marius Schubert, Matthias Rottmann, Tobias Riedlinger

arxiv:2212.10836 v1 · 2022-12-21 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVWWUFV4DFX6RAPMZNM3CE6AIQ}

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

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

Receipt and verification

First computed	2026-07-05T05:27:23.431544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d6d6a16bc196fe881eccb59b113c0442482348590d1e0fd597c51711e5893cb

Aliases

arxiv: 2212.10836 · arxiv_version: 2212.10836v1 · doi: 10.48550/arxiv.2212.10836 · pith_short_12: DVWWUFV4DFX6 · pith_short_16: DVWWUFV4DFX6RAPM · pith_short_8: DVWWUFV4

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/DVWWUFV4DFX6RAPMZNM3CE6AIQ \
  | 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: 1d6d6a16bc196fe881eccb59b113c0442482348590d1e0fd597c51711e5893cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "053cdb97b4ac9932c72b4c96a5dab10404a326226e82a0010b1a2b2c7ea78950",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-21T08:13:43Z",
    "title_canon_sha256": "fd0f0e1ac951ebbaedb3c4628344782fbece7872ccf46738f89a9ebc572f921a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10836",
    "kind": "arxiv",
    "version": 1
  }
}