Pith Number

pith:KJXDY2LN

pith:2024:KJXDY2LNAQKHHDFTRWFICWVP7D

not attested not anchored not stored refs pending

(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning

Jaemin Shin, Seungjoo Lee, Sung-Ju Lee, Thanh-Long V. Le

arxiv:2410.23227 v2 · 2024-10-30 · 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{KJXDY2LNAQKHHDFTRWFICWVP7D}

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	2026-07-05T09:28:57.768858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

526e3c696d0414738cb38d8a815aaff8f975af7a32ac48e716a24d703915c6fa

Aliases

arxiv: 2410.23227 · arxiv_version: 2410.23227v2 · doi: 10.48550/arxiv.2410.23227 · pith_short_12: KJXDY2LNAQKH · pith_short_16: KJXDY2LNAQKHHDFT · pith_short_8: KJXDY2LN

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/KJXDY2LNAQKHHDFTRWFICWVP7D \
  | 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: 526e3c696d0414738cb38d8a815aaff8f975af7a32ac48e716a24d703915c6fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41cc1a0c14d35b2d74a5e180ecee8e6afc9727ed2642eef99168b021442ccd31",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T17:15:02Z",
    "title_canon_sha256": "728a6f33022c5cb3587c5c075b142a6fc63353176698db4b7c680308d143a362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23227",
    "kind": "arxiv",
    "version": 2
  }
}