Pith Number

pith:76NLIXXS

pith:2021:76NLIXXSLIDNTY3QTB5OFU3UK6

not attested not anchored not stored refs pending

SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling

Cyrus Shahabi, Haowen Lin, Jian Lou, Li Xiong

arxiv:2108.09412 v1 · 2021-08-21 · cs.LG · 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{76NLIXXSLIDNTY3QTB5OFU3UK6}

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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

Closing the Alignment-Maturity Gap in Federated Prototype Learning

Receipt and verification

First computed	2026-07-05T03:07:53.978896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff9ab45ef25a06d9e370987ae2d37457a4f7dd4305fae6b3166339d95005899d

Aliases

arxiv: 2108.09412 · arxiv_version: 2108.09412v1 · doi: 10.48550/arxiv.2108.09412 · pith_short_12: 76NLIXXSLIDN · pith_short_16: 76NLIXXSLIDNTY3Q · pith_short_8: 76NLIXXS

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/76NLIXXSLIDNTY3QTB5OFU3UK6 \
  | 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: ff9ab45ef25a06d9e370987ae2d37457a4f7dd4305fae6b3166339d95005899d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c3789673988199f17bf577a75f9e15c896d52000f4c442771cbf2f34c4a00fc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-21T01:14:27Z",
    "title_canon_sha256": "c9469bde961987ba40b3e325ff08a13a66cd97f6e3ee43bc5cf6048c85446e10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.09412",
    "kind": "arxiv",
    "version": 1
  }
}