Pith Number

pith:RF2UVMTN

pith:2020:RF2UVMTN2VP4LEXSETA7HWIVG3

not attested not anchored not stored refs pending

Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification

Bingyu Liu, Jianan Jiang, Jieping Ye, Yuhong Guo, Zhenpeng Li, Zhen Zhao

arxiv:2005.08463 v3 · 2020-05-18 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RF2UVMTN2VP4LEXSETA7HWIVG3}

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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

Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts

Receipt and verification

First computed	2026-07-05T01:04:52.276432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89754ab26dd55fc592f224c1f3d91536c6f259bc43c4a6c3ed40fe4da0b132db

Aliases

arxiv: 2005.08463 · arxiv_version: 2005.08463v3 · doi: 10.48550/arxiv.2005.08463 · pith_short_12: RF2UVMTN2VP4 · pith_short_16: RF2UVMTN2VP4LEXS · pith_short_8: RF2UVMTN

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/RF2UVMTN2VP4LEXSETA7HWIVG3 \
  | 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: 89754ab26dd55fc592f224c1f3d91536c6f259bc43c4a6c3ed40fe4da0b132db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62dcdc2c568f4806cae3304d4027caeb3e3c861273527e4ab80189a35a278e22",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-05-18T05:31:04Z",
    "title_canon_sha256": "1ae0053096002df0afbc38c0a9db6cb79ca1400e7da963d9052828d65115f02a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.08463",
    "kind": "arxiv",
    "version": 3
  }
}