Pith Number

pith:HGS56TDQ

pith:2021:HGS56TDQSO6XV2KEYT3UNNSTX2

not attested not anchored not stored refs pending

ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification

Adam Pardyl, Aneta Kaczy\'nska, Bartosz Zieli\'nski, Dawid Rymarczyk, Jaros{\l}aw Kraus, Marek Skomorowski

arxiv:2108.10612 v2 · 2021-08-24 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGS56TDQSO6XV2KEYT3UNNSTX2}

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	2026-07-05T04:54:46.453404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39a5df4c7093bd7ae944c4f746b653be91fbd6df157cde2ca4a95646adb2f162

Aliases

arxiv: 2108.10612 · arxiv_version: 2108.10612v2 · doi: 10.48550/arxiv.2108.10612 · pith_short_12: HGS56TDQSO6X · pith_short_16: HGS56TDQSO6XV2KE · pith_short_8: HGS56TDQ

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/HGS56TDQSO6XV2KEYT3UNNSTX2 \
  | 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: 39a5df4c7093bd7ae944c4f746b653be91fbd6df157cde2ca4a95646adb2f162

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52d17f65a0cc5ecb3331ee59170c4b1c7e1282026b3a1f5a5eab16771ddc90ee",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-24T10:02:31Z",
    "title_canon_sha256": "fc9cd56f13752c689e599da6331e499a412188729c2cacfb26ac02ef4fe8226d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.10612",
    "kind": "arxiv",
    "version": 2
  }
}