Pith. sign in
Pith Number

pith:N5PO4T67

pith:2023:N5PO4T67WNSS3XQSRETSCLEJZU
not attested not anchored not stored refs pending

Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training

Abdulmotaleb El Saddik, Kudaibergen Abutalip, Mustaqeem Khan, Numan Saeed

arxiv:2304.11445 v1 · 2023-04-22 · eess.IV · cs.CV

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\usepackage{pith}
\pithnumber{N5PO4T67WNSS3XQSRETSCLEJZU}

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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.
Receipt and verification
First computed 2026-07-05T06:03:32.807683Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f5eee4fdfb3652dde128927212c89cd25139a8943ddb4dde82ecaa0056d35cc

Aliases

arxiv: 2304.11445 · arxiv_version: 2304.11445v1 · doi: 10.48550/arxiv.2304.11445 · pith_short_12: N5PO4T67WNSS · pith_short_16: N5PO4T67WNSS3XQS · pith_short_8: N5PO4T67
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N5PO4T67WNSS3XQSRETSCLEJZU \
  | 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: 6f5eee4fdfb3652dde128927212c89cd25139a8943ddb4dde82ecaa0056d35cc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "717f986d4bdbbb1f6db5f4eccbada5ed158bf0ae77f878b1a33e9374dd74a2dc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-04-22T16:54:37Z",
    "title_canon_sha256": "f90b0808e31cb98eba2d1ee88f5c08c05fe4e5718e9a4910b881a5747093c9d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11445",
    "kind": "arxiv",
    "version": 1
  }
}