Pith Number

pith:5GWMAVY7

pith:2025:5GWMAVY7UEVH6XUBAZ2ERQ4XLM

not attested not anchored not stored refs pending

How Effective Can Dropout Be in Multiple Instance Learning ?

Abolfazl Razi, Aristeidis Sotiras, Peijie Qiu, Wenhui Zhu, Xiwen Chen, Yalin Wang, Zhangsihao Yang

arxiv:2504.14783 v2 · 2025-04-21 · cs.CV · cs.AI · eess.IV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5GWMAVY7UEVH6XUBAZ2ERQ4XLM}

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	2026-07-05T11:06:13.233380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9acc0571fa12a7f5e81067448c3975b1fc4853890978b3293559f2d8a0e61fc

Aliases

arxiv: 2504.14783 · arxiv_version: 2504.14783v2 · doi: 10.48550/arxiv.2504.14783 · pith_short_12: 5GWMAVY7UEVH · pith_short_16: 5GWMAVY7UEVH6XUB · pith_short_8: 5GWMAVY7

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/5GWMAVY7UEVH6XUBAZ2ERQ4XLM \
  | 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: e9acc0571fa12a7f5e81067448c3975b1fc4853890978b3293559f2d8a0e61fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e1071aab469a1f51e90f1332466b5a6d740541d1d7aa6e00734b5f3ee98aea6",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-21T00:46:31Z",
    "title_canon_sha256": "52bdb4e2de70ac48a3972318c095e680301444d657341c8cd610a00fecdcfaa4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14783",
    "kind": "arxiv",
    "version": 2
  }
}