Pith Number

pith:4NUV4XLI

pith:2018:4NUV4XLIK2JYYK7UPIAV4GYVV3

not attested not anchored not stored refs pending

Active, Continual Fine Tuning of Convolutional Neural Networks for Reducing Annotation Efforts

Jae Y. Shin, Jianming Liang, Michael B. Gotway, Suryakanth R. Gurudu, Zongwei Zhou

arxiv:1802.00912 v5 · 2018-02-03 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4NUV4XLIK2JYYK7UPIAV4GYVV3}

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	2026-07-05T02:30:40.209535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3695e5d6856938c2bf47a015e1b15aed22d135203b473125bf2d569e6fe0d53

Aliases

arxiv: 1802.00912 · arxiv_version: 1802.00912v5 · doi: 10.48550/arxiv.1802.00912 · pith_short_12: 4NUV4XLIK2JY · pith_short_16: 4NUV4XLIK2JYYK7U · pith_short_8: 4NUV4XLI

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/4NUV4XLIK2JYYK7UPIAV4GYVV3 \
  | 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: e3695e5d6856938c2bf47a015e1b15aed22d135203b473125bf2d569e6fe0d53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4057fd67e738666be32ffda6892dd59a00c7d647931d2b08e43bc1476d8170ec",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-03T05:01:17Z",
    "title_canon_sha256": "e2d7bed70f58e3d95b50eeccfd6c0e289dffb98669b0fedd060d22de757a8869"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.00912",
    "kind": "arxiv",
    "version": 5
  }
}