Pith Number

pith:OQ5TEIFR

pith:2019:OQ5TEIFR3SOOYYIBUCL4NCLU3H

not attested not anchored not stored refs pending

Multiple instance learning with graph neural networks

Bowen Zhou, Jing Huang, Ming Tu, Xiaodong He

arxiv:1906.04881 v1 · 2019-06-12 · cs.LG · 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{OQ5TEIFR3SOOYYIBUCL4NCLU3H}

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.

Cited by

1 paper in Pith

SeBA: Semi-supervised few-shot learning via Separated-at-Birth Alignment for tabular data

Receipt and verification

First computed	2026-05-17T23:43:30.260096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

743b3220b1dc9cec6101a097c68974d9d6278cafaf75c6773e2990f9f6a96031

Aliases

arxiv: 1906.04881 · arxiv_version: 1906.04881v1 · doi: 10.48550/arxiv.1906.04881 · pith_short_12: OQ5TEIFR3SOO · pith_short_16: OQ5TEIFR3SOOYYIB · pith_short_8: OQ5TEIFR

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/OQ5TEIFR3SOOYYIBUCL4NCLU3H \
  | 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: 743b3220b1dc9cec6101a097c68974d9d6278cafaf75c6773e2990f9f6a96031

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3e8d247d86f8d608219b5a87ef1d505a849653b4b0f2bd5b5095ebdb999955f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T01:45:26Z",
    "title_canon_sha256": "961e35c694c200f02bfa0c73bf52ea0592246d10367a9ad21df70e9db6b29696"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04881",
    "kind": "arxiv",
    "version": 1
  }
}