Pith Number

pith:PKI33Q3F

pith:2025:PKI33Q3F2342IWXFHXFV3M7KC2

not attested not anchored not stored refs pending

Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis

Byung Hyun Lee, Kyoungbun Lee, Se Young Chun, Wongi Jeong, Woojae Han

arxiv:2507.02395 v2 · 2025-07-03 · 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{PKI33Q3F2342IWXFHXFV3M7KC2}

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	2026-07-05T11:33:25.962617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a91bdc365d6f9a45ae53dcb5db3ea16b554e233fa12776ac4c2b161b2d101b4

Aliases

arxiv: 2507.02395 · arxiv_version: 2507.02395v2 · doi: 10.48550/arxiv.2507.02395 · pith_short_12: PKI33Q3F2342 · pith_short_16: PKI33Q3F2342IWXF · pith_short_8: PKI33Q3F

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/PKI33Q3F2342IWXFHXFV3M7KC2 \
  | 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: 7a91bdc365d6f9a45ae53dcb5db3ea16b554e233fa12776ac4c2b161b2d101b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59a6ef93e4263b8013c8fe0400bf880feeeaf506ac4b7e2f7597b8112788ec16",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-03T07:48:37Z",
    "title_canon_sha256": "3062509592459584262f99140d3e4483e76c894bef24acd75d72856e124fb921"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02395",
    "kind": "arxiv",
    "version": 2
  }
}