Pith Number

pith:CCTQMDFS

pith:2025:CCTQMDFSZWAJKNJB7VNI7KYOK3

not attested not anchored not stored refs pending

Decentralized LoRA augmented transformer with multi-scale feature learning for secured eye diagnosis

Iffat Firozy Rimi, MD Hanif Sikder, Md. Naimur Asif Borno, Md Sakib Hossain Shovon, Mohammad Ali Moni, Tahani Jaser Alahmadi

arxiv:2505.06982 v3 · 2025-05-11 · 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{CCTQMDFSZWAJKNJB7VNI7KYOK3}

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	2026-05-20T00:00:19.647705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10a7060cb2cd80953521fd5a8fab0e56fc4815c4bfddcb83a6b28376a6548025

Aliases

arxiv: 2505.06982 · arxiv_version: 2505.06982v3 · doi: 10.48550/arxiv.2505.06982 · pith_short_12: CCTQMDFSZWAJ · pith_short_16: CCTQMDFSZWAJKNJB · pith_short_8: CCTQMDFS

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/CCTQMDFSZWAJKNJB7VNI7KYOK3 \
  | 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: 10a7060cb2cd80953521fd5a8fab0e56fc4815c4bfddcb83a6b28376a6548025

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ec9fd753a1be5da32181874c8fee901c9b7a6c2988ba2b7333d2e96100e6397",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-11T13:51:56Z",
    "title_canon_sha256": "e24a0d7fafbb604db3759d35bb17bfadb4043dc8bb7242a9190349e6ab23eff1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06982",
    "kind": "arxiv",
    "version": 3
  }
}