Pith Number

pith:FEORPO7T

pith:2023:FEORPO7TYLPOH32WU6BBHEDYQO

not attested not anchored not stored refs pending

PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers

Oana M. Dumitrascu, Peijie Qiu, Wenhui Zhu, Xiwen Chen, Yalin Wang

arxiv:2308.10112 v2 · 2023-08-19 · cs.CV

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\usepackage{pith}
\pithnumber{FEORPO7TYLPOH32WU6BBHEDYQO}

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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

1 paper in Pith

Spatial Blindness in Whole-Slide Multiple Instance Learning

Receipt and verification

First computed	2026-07-05T08:22:32.912162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

291d17bbf3c2dee3ef56a7821390788385d510c97bc974483091b36a10ca3405

Aliases

arxiv: 2308.10112 · arxiv_version: 2308.10112v2 · doi: 10.48550/arxiv.2308.10112 · pith_short_12: FEORPO7TYLPO · pith_short_16: FEORPO7TYLPOH32W · pith_short_8: FEORPO7T

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/FEORPO7TYLPOH32WU6BBHEDYQO \
  | 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: 291d17bbf3c2dee3ef56a7821390788385d510c97bc974483091b36a10ca3405

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f52a2071bda95d7d11d03c946f77172ee586044eddef955cd3cf0686716b3baf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-19T21:20:30Z",
    "title_canon_sha256": "445380ada116b137cd8964e62852a5d8623ae4fd3fcd33aeff930b3ccdea7e60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10112",
    "kind": "arxiv",
    "version": 2
  }
}