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Pith Number

pith:JL22AFQK

pith:2023:JL22AFQKGSU3NPFLZYSPZLSXZO
not attested not anchored not stored refs pending

Federated Learning of Shareable Bases for Personalization-Friendly Image Classification

Boqing Gong, Hang Qi, Hong-You Chen, Jike Zhong, Li Zhang, Mingda Zhang, Wei-Lun Chao, Xuhui Jia

arxiv:2304.07882 v2 · 2023-04-16 · cs.CV

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\usepackage{pith}
\pithnumber{JL22AFQKGSU3NPFLZYSPZLSXZO}

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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

Receipt and verification
First computed 2026-07-05T07:07:09.071848Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4af5a0160a34a9b6bcabce24fcae57cb8c7372a156eac39cbf3690a7b9855261

Aliases

arxiv: 2304.07882 · arxiv_version: 2304.07882v2 · doi: 10.48550/arxiv.2304.07882 · pith_short_12: JL22AFQKGSU3 · pith_short_16: JL22AFQKGSU3NPFL · pith_short_8: JL22AFQK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JL22AFQKGSU3NPFLZYSPZLSXZO \
  | 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: 4af5a0160a34a9b6bcabce24fcae57cb8c7372a156eac39cbf3690a7b9855261
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f588c5bf173848f1d2b0657b2d54046110f0b24161189a37a14d5d5a18023e14",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-16T20:19:18Z",
    "title_canon_sha256": "b2dfb105908b7f82e2ac0b5c13f82437fa1e602938a58f89cbf8a45f4937eb7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.07882",
    "kind": "arxiv",
    "version": 2
  }
}