Pith Number

pith:6ZXDWN7A

pith:2023:6ZXDWN7AQDO5TB5EPJ5HIYBM43

not attested not anchored not stored refs pending

SelfFed: Self-Supervised Federated Learning for Data Heterogeneity and Label Scarcity in Medical Images

Kapal Dev, Marius George Linguraru, Sunder Ali Khowaja, Syed Muhammad Anwar

arxiv:2307.01514 v3 · 2023-07-04 · 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{6ZXDWN7AQDO5TB5EPJ5HIYBM43}

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

ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research

Receipt and verification

First computed	2026-07-05T10:08:59.987367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f66e3b37e080ddd987a47a7a74602ce6d107b0f418500b3c104f7d8e520b926e

Aliases

arxiv: 2307.01514 · arxiv_version: 2307.01514v3 · doi: 10.48550/arxiv.2307.01514 · pith_short_12: 6ZXDWN7AQDO5 · pith_short_16: 6ZXDWN7AQDO5TB5E · pith_short_8: 6ZXDWN7A

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/6ZXDWN7AQDO5TB5EPJ5HIYBM43 \
  | 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: f66e3b37e080ddd987a47a7a74602ce6d107b0f418500b3c104f7d8e520b926e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe80de177229b020d481947270dd6625472028308d497036f8245bd69aafa40f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-04T06:50:16Z",
    "title_canon_sha256": "da48a5df5b9114a14b3165128adc1c5f5253d8c740ffd6f453e812c16543b908"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01514",
    "kind": "arxiv",
    "version": 3
  }
}