Pith Number

pith:EXQAJIT6

pith:2023:EXQAJIT6CF24DKYILYXXMVHNPJ

not attested not anchored not stored refs pending

Multimodal Federated Learning via Contrastive Representation Ensemble

Jingjing Liu, Ke Xu, Qiying Yu, Yang Liu, Yimu Wang

arxiv:2302.08888 v3 · 2023-02-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EXQAJIT6CF24DKYILYXXMVHNPJ}

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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

4 papers in Pith

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning

Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning

Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization

Receipt and verification

First computed	2026-07-05T06:07:36.903294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25e004a27e1175c1ab085e2f7654ed7a70d8ed7b966bd4af4beeccfd2a4176c7

Aliases

arxiv: 2302.08888 · arxiv_version: 2302.08888v3 · doi: 10.48550/arxiv.2302.08888 · pith_short_12: EXQAJIT6CF24 · pith_short_16: EXQAJIT6CF24DKYI · pith_short_8: EXQAJIT6

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/EXQAJIT6CF24DKYILYXXMVHNPJ \
  | 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: 25e004a27e1175c1ab085e2f7654ed7a70d8ed7b966bd4af4beeccfd2a4176c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28b8b9098770ed80d73a89df87d064c55950bef5ad50d87df7d608375d9e1c3c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-17T14:17:44Z",
    "title_canon_sha256": "c3f0155cabb80fabc3a2379616fd343be99109b30704960a3051a84f94d46abf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08888",
    "kind": "arxiv",
    "version": 3
  }
}