Pith Number

pith:ZVKWBYAE

pith:2023:ZVKWBYAE5WFJ4QT7ISU7ZGS2CA

not attested not anchored not stored refs pending

Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data

Divyanshu Mishra, J. Alison Noble, Pramit Saha

arxiv:2310.18815 v1 · 2023-10-28 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVKWBYAE5WFJ4QT7ISU7ZGS2CA}

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.

Receipt and verification

First computed	2026-07-05T07:06:41.963705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd5560e004ed8a9e427f44a9fc9a5a1032f1457f6fea61935341ba7090120b65

Aliases

arxiv: 2310.18815 · arxiv_version: 2310.18815v1 · doi: 10.48550/arxiv.2310.18815 · pith_short_12: ZVKWBYAE5WFJ · pith_short_16: ZVKWBYAE5WFJ4QT7 · pith_short_8: ZVKWBYAE

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/ZVKWBYAE5WFJ4QT7ISU7ZGS2CA \
  | 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: cd5560e004ed8a9e427f44a9fc9a5a1032f1457f6fea61935341ba7090120b65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94e66b9f84e9ce02189eb53823e87088e5103ea62c56557923662905c4f649be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-28T20:41:41Z",
    "title_canon_sha256": "26a1b281eb6dc1bfbab583491ea8fc9f9d5a9921be65ac9ca00a89ecd90d2fee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18815",
    "kind": "arxiv",
    "version": 1
  }
}