Pith Number

pith:PIDVXWWA

pith:2022:PIDVXWWAN6LTFSVUTHP3LDKJNE

not attested not anchored not stored refs pending

FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks

Chao Wu, Lingzhi Gao, Zhenyuan Zhang

arxiv:2201.03169 v5 · 2022-01-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PIDVXWWAN6LTFSVUTHP3LDKJNE}

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

Federated Learning-Distillation Alternation for Resource-Constrained IoT

Receipt and verification

First computed	2026-07-05T11:28:27.962821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a075bdac06f9732cab499dfb58d49692d1b8c4b5fe0ef847cfb952de55c91c1

Aliases

arxiv: 2201.03169 · arxiv_version: 2201.03169v5 · doi: 10.48550/arxiv.2201.03169 · pith_short_12: PIDVXWWAN6LT · pith_short_16: PIDVXWWAN6LTFSVU · pith_short_8: PIDVXWWA

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/PIDVXWWAN6LTFSVUTHP3LDKJNE \
  | 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: 7a075bdac06f9732cab499dfb58d49692d1b8c4b5fe0ef847cfb952de55c91c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "192b3dc16fab1b1bb7fe9c33d3a0f77280081800ee834dadf2f461950853cbb5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-10T05:26:33Z",
    "title_canon_sha256": "a14600416eaf0804a4ab8a05d35a52e27056390b9adfb8a9060e76cabcd56932"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.03169",
    "kind": "arxiv",
    "version": 5
  }
}