Pith Number

pith:V5M4OVFM

pith:2020:V5M4OVFMWKTBRMVQRGRZ45FFPC

not attested not anchored not stored refs pending

FedGAN: Federated Generative Adversarial Networks for Distributed Data

Mohammad Rasouli, Ram Rajagopal, Tao Sun

arxiv:2006.07228 v2 · 2020-06-12 · cs.LG · cs.CV · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5M4OVFMWKTBRMVQRGRZ45FFPC}

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

3 papers in Pith

Fed-CausalDiff: Decoupled Synchronization for Federated Do-Simulation and Policy Evaluation

Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning

FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference

Receipt and verification

First computed	2026-07-05T01:10:16.639780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af59c754acb2a618b2b089a39e74a578a2b6888230d34301e450fcf19f192fd3

Aliases

arxiv: 2006.07228 · arxiv_version: 2006.07228v2 · doi: 10.48550/arxiv.2006.07228 · pith_short_12: V5M4OVFMWKTB · pith_short_16: V5M4OVFMWKTBRMVQ · pith_short_8: V5M4OVFM

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/V5M4OVFMWKTBRMVQRGRZ45FFPC \
  | 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: af59c754acb2a618b2b089a39e74a578a2b6888230d34301e450fcf19f192fd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23e785da5b3b708e37893b30f45bdd010827d99e8e436b80b0e67add205e8250",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T14:36:43Z",
    "title_canon_sha256": "3cdd8a6219f215cb33a6929b1a34cb9e90307994b197856cd3dc42a15afc0021"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07228",
    "kind": "arxiv",
    "version": 2
  }
}