Pith. sign in
Pith Number

pith:KPHRABHW

pith:2026:KPHRABHWYRI33XDDIMKK44YLJQ
not attested not anchored not stored refs pending

One Model to Magnify Them All: Efficient Scale-Invariant Histopathology via Conditional Normalization and Continuous Magnification Training

Agnieszka Florkowska, Henning M\"uller, Marek Wodzinski

arxiv:2608.09403 v1 · 2026-08-10 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KPHRABHWYRI33XDDIMKK44YLJQ}

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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 2026-08-11T02:22:30.822128Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

53cf1004f6c451bddc634314ae730b4c1315e6f86799ee2e5182a6d483ba10d2

Aliases

arxiv: 2608.09403 · arxiv_version: 2608.09403v1 · doi: 10.48550/arxiv.2608.09403 · pith_short_12: KPHRABHWYRI3 · pith_short_16: KPHRABHWYRI33XDD · pith_short_8: KPHRABHW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KPHRABHWYRI33XDDIMKK44YLJQ \
  | 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: 53cf1004f6c451bddc634314ae730b4c1315e6f86799ee2e5182a6d483ba10d2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a77ac248486b5d4d0e5a7392afd478d4ee0f8c3e42b8fb7739bae8be0d5db30b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-10T10:28:43Z",
    "title_canon_sha256": "376752686eba24d85618e5e059a1a64002a344b13f5d7f79f9ff6676dea162e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09403",
    "kind": "arxiv",
    "version": 1
  }
}