Pith Number

pith:FOWFJUOD

pith:2025:FOWFJUOD64EGFWK3QGQUVZMNN2

not attested not anchored not stored refs pending

Federated Learning for Diffusion Models

Cong Shen, Hong Rao, Shengbo Chen, Xijun Wang, Zihao Peng

arxiv:2503.06426 v1 · 2025-03-09 · cs.LG · cs.CV · 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{FOWFJUOD64EGFWK3QGQUVZMNN2}

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

Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF

Receipt and verification

First computed	2026-07-05T10:30:32.829942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bac54d1c3f70862d95b81a14ae58d6eaf1e76e0b67a259963493675c1cbdf8e

Aliases

arxiv: 2503.06426 · arxiv_version: 2503.06426v1 · doi: 10.48550/arxiv.2503.06426 · pith_short_12: FOWFJUOD64EG · pith_short_16: FOWFJUOD64EGFWK3 · pith_short_8: FOWFJUOD

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/FOWFJUOD64EGFWK3QGQUVZMNN2 \
  | 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: 2bac54d1c3f70862d95b81a14ae58d6eaf1e76e0b67a259963493675c1cbdf8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ded193e03bf5754c4bf04aecf45661a216485e58c2ae47032e99651157a33261",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-09T03:41:10Z",
    "title_canon_sha256": "d9ab845b461ea7f203a5a3a2fcaedd6d4f701b19594e17964c7ee714c2d01df5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06426",
    "kind": "arxiv",
    "version": 1
  }
}