Pith Number

pith:DY56MZTG

pith:2024:DY56MZTGBGNTVKZPIDOL35EDWH

not attested not anchored not stored refs pending

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models

Denis Krompass, Gengyuan Zhang, Hang Li, Haokun Chen, Jindong Gu, Jinhe Bi, Philip Torr, Volker Tresp, Yao Zhang, Yueqi Zhang

arxiv:2410.04810 v2 · 2024-10-07 · cs.LG · cs.CV · cs.DC · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DY56MZTGBGNTVKZPIDOL35EDWH}

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.

Receipt and verification

First computed	2026-07-05T10:22:06.497340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3be66666099b3aab2f40dcbdf483b1d2f18b2856c8f60e73858d97ad945a2c

Aliases

arxiv: 2410.04810 · arxiv_version: 2410.04810v2 · doi: 10.48550/arxiv.2410.04810 · pith_short_12: DY56MZTGBGNT · pith_short_16: DY56MZTGBGNTVKZP · pith_short_8: DY56MZTG

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/DY56MZTGBGNTVKZPIDOL35EDWH \
  | 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: 1e3be66666099b3aab2f40dcbdf483b1d2f18b2856c8f60e73858d97ad945a2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b026de5799756eb4f1338dd3a14354956f9b8ed14dfd277e9de5de98f52c741b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-07T07:45:18Z",
    "title_canon_sha256": "1deb7e6f22e80fae30f21b16cbfcd9a30ccfb37269f7ce1f8ca7d8996ff5c6a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04810",
    "kind": "arxiv",
    "version": 2
  }
}