Pith Number

pith:XXEVZS6N

pith:2025:XXEVZS6NTARS547C4J4JWX7NXQ

not attested not anchored not stored refs pending

Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning

Cen Chen, Kai Yao, Lichun Li, Ming Gao, Shangchao Su, Shan Yin, Tiandi Ye, Wenyan Liu, Xiang Li

arxiv:2508.19621 v1 · 2025-08-27 · 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{XXEVZS6NTARS547C4J4JWX7NXQ}

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

Variational Adapter for Cross-modal Similarity Representation

Receipt and verification

First computed	2026-07-05T12:00:15.268925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdc95ccbcd98232ef3e2e2789b5fedbc25e89a9148150a2337e3c5f72db2ddb7

Aliases

arxiv: 2508.19621 · arxiv_version: 2508.19621v1 · doi: 10.48550/arxiv.2508.19621 · pith_short_12: XXEVZS6NTARS · pith_short_16: XXEVZS6NTARS547C · pith_short_8: XXEVZS6N

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/XXEVZS6NTARS547C4J4JWX7NXQ \
  | 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: bdc95ccbcd98232ef3e2e2789b5fedbc25e89a9148150a2337e3c5f72db2ddb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dabeddd64e0e9b12ced45407001559512383a878d731bdedfd0373cdc2218a16",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-27T06:59:10Z",
    "title_canon_sha256": "e73731526a51a02df7653c17cec23c10fa7cc1fbb32320cccffdd69f9c09974b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19621",
    "kind": "arxiv",
    "version": 1
  }
}