Pith Number

pith:2TFHEYFF

pith:2024:2TFHEYFFYG5THH5P22EFUCELWO

not attested not anchored not stored refs pending

Training Diffusion Models with Federated Learning

Bart Cox, J\'er\'emie Decouchant, Matthijs de Goede

arxiv:2406.12575 v1 · 2024-06-18 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2TFHEYFFYG5THH5P22EFUCELWO}

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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

Compositional Generative Modeling from Decentralized Data

CollaFuse: Collaborative Diffusion Models

UMEDA: Unified Multi-modal Efficient Data Fusion for Privacy-Preserving Graph Federated Learning via Spectral-Gated Attention and Diffusion-Based Operator Alignment

On the Tradeoffs of On-Device Generative Models in Federated Predictive Maintenance Systems

Receipt and verification

First computed	2026-07-05T08:33:48.357640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4ca7260a5c1bb339fafd6885a088bb39f3f7423b937114b9beb09b563ea1440

Aliases

arxiv: 2406.12575 · arxiv_version: 2406.12575v1 · doi: 10.48550/arxiv.2406.12575 · pith_short_12: 2TFHEYFFYG5T · pith_short_16: 2TFHEYFFYG5THH5P · pith_short_8: 2TFHEYFF

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/2TFHEYFFYG5THH5P22EFUCELWO \
  | 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: d4ca7260a5c1bb339fafd6885a088bb39f3f7423b937114b9beb09b563ea1440

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c27acceb3c8942164d024d61d2cdca3cf5c836497ca820fe689d1a1a8e9e5f97",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-18T13:02:48Z",
    "title_canon_sha256": "a3dcbe2c5cdd7832fb4b2c6503596c156b099d53d6ae3a99b302877c1607920d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12575",
    "kind": "arxiv",
    "version": 1
  }
}