Pith Number

pith:RC52CSVI

pith:2022:RC52CSVICW7EBR6PM3HXKOAHKV

not attested not anchored not stored refs pending

MULTI-FLGANs: Multi-Distributed Adversarial Networks for Non-IID distribution

Akash Amalan, Emmanouil Panaousis, Kaitai Liang, Rui Wang, Yanqi Qiao

arxiv:2206.12178 v1 · 2022-06-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RC52CSVICW7EBR6PM3HXKOAHKV}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T04:34:33.790757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88bba14aa815be40c7cf66cf753807556e87ce828c532659830b3e4434c6823a

Aliases

arxiv: 2206.12178 · arxiv_version: 2206.12178v1 · doi: 10.48550/arxiv.2206.12178 · pith_short_12: RC52CSVICW7E · pith_short_16: RC52CSVICW7EBR6P · pith_short_8: RC52CSVI

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/RC52CSVICW7EBR6PM3HXKOAHKV \
  | 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: 88bba14aa815be40c7cf66cf753807556e87ce828c532659830b3e4434c6823a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ede3b514734c32c0a1849858abd5f027acb9e86b009121111c017108c7beeef3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-24T09:35:18Z",
    "title_canon_sha256": "2d4f2cabfd9776ceb4e4b6bc773ee0e3a41b81f61170297d9d0b819d1c55506d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.12178",
    "kind": "arxiv",
    "version": 1
  }
}