Pith Number

pith:AN4CRIFS

pith:2020:AN4CRIFSDB44S3HDMXUPXPJXO3

not attested not anchored not stored refs pending

Kernel Self-Attention in Deep Multiple Instance Learning

Adriana Borowa, Bartosz Zieli\'nski, Dawid Rymarczyk, Jacek Tabor

arxiv:2005.12991 v2 · 2020-05-25 · cs.LG · cs.CV · 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{AN4CRIFSDB44S3HDMXUPXPJXO3}

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	2026-07-05T02:20:28.659216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

037828a0b21879c96ce365e8fbbd3776db5cad05bc39daecf416f5740d6a27db

Aliases

arxiv: 2005.12991 · arxiv_version: 2005.12991v2 · doi: 10.48550/arxiv.2005.12991 · pith_short_12: AN4CRIFSDB44 · pith_short_16: AN4CRIFSDB44S3HD · pith_short_8: AN4CRIFS

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/AN4CRIFSDB44S3HDMXUPXPJXO3 \
  | 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: 037828a0b21879c96ce365e8fbbd3776db5cad05bc39daecf416f5740d6a27db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82322fdc33b84231f070401b87f0acfbe80ee50472b046faa9eb3bf8ff19cb50",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-25T14:59:13Z",
    "title_canon_sha256": "4c160c7b5ea8c99751ced4570fb64236dcceda6f8447eaa6c03fbc24b8f32a73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.12991",
    "kind": "arxiv",
    "version": 2
  }
}