Pith Number

pith:BBO3BSTE

pith:2018:BBO3BSTEWZW2WP5OCOUJNJ37XK

not attested not anchored not stored refs pending

Attention-based Deep Multiple Instance Learning

Jakub M. Tomczak, Maximilian Ilse, Max Welling

arxiv:1802.04712 v4 · 2018-02-13 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BBO3BSTEWZW2WP5OCOUJNJ37XK}

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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.

Cited by

8 papers in Pith

AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology

Enabling clinical use of foundation models for computational pathology

Weakly Supervised Multicenter Nancy Index Scoring in Ulcerative Colitis Using Foundation Models

Receipt and verification

First computed	2026-05-18T00:12:08.917042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

085db0ca64b66dab3fae13a896a77fba9eb7c1e1100dff9eb04d8ff6080a477a

Aliases

arxiv: 1802.04712 · arxiv_version: 1802.04712v4 · doi: 10.48550/arxiv.1802.04712 · pith_short_12: BBO3BSTEWZW2 · pith_short_16: BBO3BSTEWZW2WP5O · pith_short_8: BBO3BSTE

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/BBO3BSTEWZW2WP5OCOUJNJ37XK \
  | 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: 085db0ca64b66dab3fae13a896a77fba9eb7c1e1100dff9eb04d8ff6080a477a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bd2606b7e6cf65eec0855ecb8727f949f27959a0f33b143425e4a2c174c0f16",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-13T16:27:19Z",
    "title_canon_sha256": "6afd9e765cf2a996c7762c9d3e61a86448dd4d726b038000d99e96138614cbf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.04712",
    "kind": "arxiv",
    "version": 4
  }
}