Pith Number

pith:IOPVJXGG

pith:2023:IOPVJXGGDMTTPFTVG2Y4ORYUUR

not attested not anchored not stored refs pending

One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models

Bin Li, Mingzhao Yang, Shangchao Su, Xiangyang Xue

arxiv:2311.08870 v3 · 2023-11-15 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOPVJXGGDMTTPFTVG2Y4ORYUUR}

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

FedOPAL: One-Shot Federated Learning via Analytic Visual Prompt Tuning

Receipt and verification

First computed	2026-07-05T10:44:13.247449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

439f54dcc61b2737967536b1c74714a45806317a56dbb5eb72253de62910f59a

Aliases

arxiv: 2311.08870 · arxiv_version: 2311.08870v3 · doi: 10.48550/arxiv.2311.08870 · pith_short_12: IOPVJXGGDMTT · pith_short_16: IOPVJXGGDMTTPFTV · pith_short_8: IOPVJXGG

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/IOPVJXGGDMTTPFTVG2Y4ORYUUR \
  | 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: 439f54dcc61b2737967536b1c74714a45806317a56dbb5eb72253de62910f59a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ece7cc2d71eeb81a4f8284cb68260c77355a2ca753f2ee52831ba66f09e78a7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-15T11:11:25Z",
    "title_canon_sha256": "55b4f23700a245abea63cac86f5114e4f548351504d8256835b1ef1900335163"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08870",
    "kind": "arxiv",
    "version": 3
  }
}