Pith Number

pith:4LEMLTHG

pith:2018:4LEMLTHGPN44XY7Y2PALQ7CPQI

not attested not anchored not stored refs pending

Domain Adaptive Transfer Learning with Specialist Models

Daiyi Peng, Jiquan Ngiam, Quoc V. Le, Ruoming Pang, Simon Kornblith, Vijay Vasudevan

arxiv:1811.07056 v2 · 2018-11-16 · 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{4LEMLTHGPN44XY7Y2PALQ7CPQI}

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

2 papers in Pith

Sharpness-Aware Minimization for Efficiently Improving Generalization

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Receipt and verification

First computed	2026-05-17T23:58:30.155856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2c8c5cce67b79cbe3f8d3c0b87c4f821316415ef708e9ab5c7c007adc0f9d32

Aliases

arxiv: 1811.07056 · arxiv_version: 1811.07056v2 · doi: 10.48550/arxiv.1811.07056 · pith_short_12: 4LEMLTHGPN44 · pith_short_16: 4LEMLTHGPN44XY7Y · pith_short_8: 4LEMLTHG

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/4LEMLTHGPN44XY7Y2PALQ7CPQI \
  | 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: e2c8c5cce67b79cbe3f8d3c0b87c4f821316415ef708e9ab5c7c007adc0f9d32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f93f904e457835454cd93e9fb508e1c6f5efb4a43de5773636c84911488b82c5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-11-16T22:52:27Z",
    "title_canon_sha256": "e405bf924cfdfa51523b5dd5c0b87dc72b700fc6a102606b53c4051e1be1fc39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.07056",
    "kind": "arxiv",
    "version": 2
  }
}