Pith Number

pith:YNA677RU

pith:2018:YNA677RU5MJQYHS2QGNX2NGSS3

not attested not anchored not stored refs pending

Cost-Effective Training of Deep CNNs with Active Model Adaptation

Jia-Wei Zhao, Sheng-Jun Huang, Zhao-Yang Liu

arxiv:1802.05394 v2 · 2018-02-15 · cs.LG · 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{YNA677RU5MJQYHS2QGNX2NGSS3}

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	2026-05-18T00:14:14.010733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c341effe34eb130c1e5a819b7d34d296e401a4c87c89c843d0f45cc563fef9b9

Aliases

arxiv: 1802.05394 · arxiv_version: 1802.05394v2 · doi: 10.48550/arxiv.1802.05394 · pith_short_12: YNA677RU5MJQ · pith_short_16: YNA677RU5MJQYHS2 · pith_short_8: YNA677RU

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/YNA677RU5MJQYHS2QGNX2NGSS3 \
  | 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: c341effe34eb130c1e5a819b7d34d296e401a4c87c89c843d0f45cc563fef9b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b3e4e141b188c95cb6169edd75c509521880273484968e2d0f3acab70c5b7b7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-15T03:06:06Z",
    "title_canon_sha256": "73fe22501435882f1501db862b47b2d6ad4a6b6f15fd0266f75fa4a9e34b4d16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.05394",
    "kind": "arxiv",
    "version": 2
  }
}