Pith Number

pith:3JLWMUKV

pith:2024:3JLWMUKVNLK6DLMVUEKTR3A2ST

not attested not anchored not stored refs pending

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?

Guang Yang, Matou\v{s} Elphick, Samra Turajlic

arxiv:2412.11938 v1 · 2024-12-16 · eess.IV · cs.CV

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\usepackage{pith}
\pithnumber{3JLWMUKVNLK6DLMVUEKTR3A2ST}

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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.

Cited by

1 paper in Pith

Beyond the Failures: Rethinking Foundation Models in Pathology

Receipt and verification

First computed	2026-07-05T09:49:54.242003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da576651556ad5e1ad95a11538ec1a94cc62aa4f35558caa3447337b0b81be69

Aliases

arxiv: 2412.11938 · arxiv_version: 2412.11938v1 · doi: 10.48550/arxiv.2412.11938 · pith_short_12: 3JLWMUKVNLK6 · pith_short_16: 3JLWMUKVNLK6DLMV · pith_short_8: 3JLWMUKV

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/3JLWMUKVNLK6DLMVUEKTR3A2ST \
  | 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: da576651556ad5e1ad95a11538ec1a94cc62aa4f35558caa3447337b0b81be69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f6222a233042568b872074bd2c7bb8582451b54946112eb7821c0310696ed97",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-16T16:23:05Z",
    "title_canon_sha256": "1bcdf8232c16933a6e13e4f33203521bcffe2acc0354bb9756e19aea3e333871"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11938",
    "kind": "arxiv",
    "version": 1
  }
}