Pith Number

pith:73QCAOW5

pith:2025:73QCAOW5GHUENW5VP45KUBMPRZ

not attested not anchored not stored refs pending

Singular Value Fine-tuning for Few-Shot Class-Incremental Learning

Deyu Meng, Haokun Lin, Qian Zhao, Quanziang Wang, Renzhen Wang, Yichen Wu, Zhiwu Wang

arxiv:2503.10214 v1 · 2025-03-13 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{73QCAOW5GHUENW5VP45KUBMPRZ}

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

1 paper in Pith

Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation

Receipt and verification

First computed	2026-07-05T10:30:40.523892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fee0203add31e846dbb57f3aaa058f8e7491504ed45289acaf3013c0dfa1f9b4

Aliases

arxiv: 2503.10214 · arxiv_version: 2503.10214v1 · doi: 10.48550/arxiv.2503.10214 · pith_short_12: 73QCAOW5GHUE · pith_short_16: 73QCAOW5GHUENW5V · pith_short_8: 73QCAOW5

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/73QCAOW5GHUENW5VP45KUBMPRZ \
  | 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: fee0203add31e846dbb57f3aaa058f8e7491504ed45289acaf3013c0dfa1f9b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c1dd064270963cb99996038c33b388bcdbc3e7af849cd4177243ddf51112290",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-13T09:57:28Z",
    "title_canon_sha256": "3137921f5b538d96b3751d9399fe10a225915043acb05c3fdd1fb6fb5183c898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10214",
    "kind": "arxiv",
    "version": 1
  }
}