Pith Number

pith:HH7RCE6K

pith:2024:HH7RCE6KJ53VCRLY52Y57TQNUS

not attested not anchored not stored refs pending

FedDM: Enhancing Communication Efficiency and Handling Data Heterogeneity in Federated Diffusion Models

Aditya Krishnan, Jayneel Vora, Nader Bouacida, Prasant Mohapatra

arxiv:2407.14730 v1 · 2024-07-20 · 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{HH7RCE6KJ53VCRLY52Y57TQNUS}

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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

2 papers in Pith

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

Compositional Generative Modeling from Decentralized Data

Receipt and verification

First computed	2026-07-05T08:46:32.925558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39ff1113ca4f77514578eeb1dfce0da486dd3f947fa6e52216dbee90fe0f4daf

Aliases

arxiv: 2407.14730 · arxiv_version: 2407.14730v1 · doi: 10.48550/arxiv.2407.14730 · pith_short_12: HH7RCE6KJ53V · pith_short_16: HH7RCE6KJ53VCRLY · pith_short_8: HH7RCE6K

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/HH7RCE6KJ53VCRLY52Y57TQNUS \
  | 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: 39ff1113ca4f77514578eeb1dfce0da486dd3f947fa6e52216dbee90fe0f4daf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50d73809c4678d38294da34a442bd686556579f2b2e1ac5cd53d8b25dd7a0e1e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-20T02:54:41Z",
    "title_canon_sha256": "71de758949bb89d8b249ecf9508bdf48b1e363c97ee2648e5b7b4596a27ff83f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14730",
    "kind": "arxiv",
    "version": 1
  }
}