Pith Number

pith:NNCPELOL

pith:2026:NNCPELOLE6PRW26LZVDZQLHGXV

not attested not anchored not stored refs pending

QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Andrea Loddo, Carsten Marr, Cecilia Di Ruberto, Davide Antonio Mura, Luca Zedda, Maurizio Atzori, Muhammed Furkan Dasdelen

arxiv:2606.20027 v1 · 2026-06-18 · 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{NNCPELOLE6PRW26LZVDZQLHGXV}

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	2026-06-19T16:13:01.067973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b44f22dcb279f1b6bcbcd47982ce6bd78ed3b911cc5ed1a213de802db64e2f6

Aliases

arxiv: 2606.20027 · arxiv_version: 2606.20027v1 · doi: 10.48550/arxiv.2606.20027 · pith_short_12: NNCPELOLE6PR · pith_short_16: NNCPELOLE6PRW26L · pith_short_8: NNCPELOL

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/NNCPELOLE6PRW26LZVDZQLHGXV \
  | 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: 6b44f22dcb279f1b6bcbcd47982ce6bd78ed3b911cc5ed1a213de802db64e2f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7392bfd7c6a9f31843ebbe85ecbdc8650fbfebdfbe1d8db80cc231b1651fc86f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-18T09:58:50Z",
    "title_canon_sha256": "80858aa32d8b16ee5c10d74112b9b933121130c4edf84ab893249f0454783d89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20027",
    "kind": "arxiv",
    "version": 1
  }
}