Pith Number

pith:HT6ZD5HF

pith:2023:HT6ZD5HFIK36ESHUNJIQGAHS34

not attested not anchored not stored refs pending

Leveraging Complementary Attention maps in vision transformers for OCT image analysis

Haz Sameen Shahgir, Khondker Salman Sayeed, Md. Asif Haider, M. Sohel Rahman, Sheikh Saifur Rahman Jony, Tanjeem Azwad Zaman

arxiv:2310.14005 v3 · 2023-10-21 · eess.IV · 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{HT6ZD5HFIK36ESHUNJIQGAHS34}

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	2026-07-05T11:13:06.066086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cfd91f4e542b7e248f46a510300f2df1ccc0d189113b915e4516cd43a25c0aa

Aliases

arxiv: 2310.14005 · arxiv_version: 2310.14005v3 · doi: 10.48550/arxiv.2310.14005 · pith_short_12: HT6ZD5HFIK36 · pith_short_16: HT6ZD5HFIK36ESHU · pith_short_8: HT6ZD5HF

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/HT6ZD5HFIK36ESHUNJIQGAHS34 \
  | 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: 3cfd91f4e542b7e248f46a510300f2df1ccc0d189113b915e4516cd43a25c0aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6323d3f8da2ba8add76ca2191378f3870a16400d5dc0f67b8e6a073339d09bf8",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-10-21T13:27:07Z",
    "title_canon_sha256": "8e242c320047bbdfdef496ee5ba81dbbc34e087defad804226181f207bdc90ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14005",
    "kind": "arxiv",
    "version": 3
  }
}