Pith Number

pith:WXAKGUGG

pith:2022:WXAKGUGG3FJ6U4HLUU4YP42P35

not attested not anchored not stored refs pending

Federated Self-supervised Learning for Heterogeneous Clients

Disha Makhija, Joydeep Ghosh, Nhat Ho

arxiv:2205.12493 v3 · 2022-05-25 · cs.LG · 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{WXAKGUGG3FJ6U4HLUU4YP42P35}

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 Foundation Model for GI Endoscopy Images

Receipt and verification

First computed	2026-07-05T04:28:11.831345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5c0a350c6d953ea70eba53987f34fdf4cce8f65965552884d91e5a4d98adbc9

Aliases

arxiv: 2205.12493 · arxiv_version: 2205.12493v3 · doi: 10.48550/arxiv.2205.12493 · pith_short_12: WXAKGUGG3FJ6 · pith_short_16: WXAKGUGG3FJ6U4HL · pith_short_8: WXAKGUGG

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/WXAKGUGG3FJ6U4HLUU4YP42P35 \
  | 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: b5c0a350c6d953ea70eba53987f34fdf4cce8f65965552884d91e5a4d98adbc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56fac89b54445810c01a20026f2811da321656c63317c796b72d73759afc47ce",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-25T05:07:44Z",
    "title_canon_sha256": "62067e5343ea61807afd3855a0956ea3fd4945de82e62bc7673fb0be7a1d454f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12493",
    "kind": "arxiv",
    "version": 3
  }
}