Pith Number

pith:GD4IB22J

pith:2025:GD4IB22JKAACC3KBNNXTCWNYW5

not attested not anchored not stored refs pending

Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks

Diederick Vermetten, Hao Wang, Manuel L\'opez-Ib\'a\~nez, Shuaiqun Pan, Thomas B\"ack

arxiv:2501.14012 v3 · 2025-01-23 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{GD4IB22JKAACC3KBNNXTCWNYW5}

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Record completeness

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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

Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations

Receipt and verification

First computed	2026-07-05T10:57:32.991420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30f880eb495000216d416b6f3159b8b7556bccaf07469fa2c3fe2f38b3a00351

Aliases

arxiv: 2501.14012 · arxiv_version: 2501.14012v3 · doi: 10.48550/arxiv.2501.14012 · pith_short_12: GD4IB22JKAAC · pith_short_16: GD4IB22JKAACC3KB · pith_short_8: GD4IB22J

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/GD4IB22JKAACC3KBNNXTCWNYW5 \
  | 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: 30f880eb495000216d416b6f3159b8b7556bccaf07469fa2c3fe2f38b3a00351

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adba76e1fef35a35f1528105e01d1ef13158b37777287621ab7272422f338677",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-23T18:44:25Z",
    "title_canon_sha256": "3d22605df4b9c95dabc18defadd568972205876788916512d99e514ce6a07d33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14012",
    "kind": "arxiv",
    "version": 3
  }
}