Pith. sign in
Pith Number

pith:VRIXD5AP

pith:2025:VRIXD5APYWXRHPNYYNS4CH3MQZ
not attested not anchored not stored refs pending

Counterfactual Explanations in Medical Imaging: Exploring SPN-Guided Latent Space Manipulation

Julia Siekiera, Stefan Kramer

arxiv:2507.19368 v1 · 2025-07-25 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VRIXD5APYWXRHPNYYNS4CH3MQZ}

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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 2026-07-05T11:43:24.266805Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ac5171f40fc5af13bdb8c365c11f6c865c793f2749c77d332c403e94ff40760a

Aliases

arxiv: 2507.19368 · arxiv_version: 2507.19368v1 · doi: 10.48550/arxiv.2507.19368 · pith_short_12: VRIXD5APYWXR · pith_short_16: VRIXD5APYWXRHPNY · pith_short_8: VRIXD5AP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VRIXD5APYWXRHPNYYNS4CH3MQZ \
  | 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: ac5171f40fc5af13bdb8c365c11f6c865c793f2749c77d332c403e94ff40760a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "027d59506040bfa68ca8bd12ac0475fc7f6cd982b2357ead620fb8893d28cc70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-25T15:19:32Z",
    "title_canon_sha256": "059fae6c01a093f21effbfa37058d6d948af572f5ab2e503645a2cce4548b10e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19368",
    "kind": "arxiv",
    "version": 1
  }
}