Pith Number

pith:O3G34WL3

pith:2023:O3G34WL3MRIE4KQ7DTHC3YA4TV

not attested not anchored not stored refs pending

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs

Jun Sakuma, Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto

arxiv:2305.18362 v2 · 2023-05-27 · 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{O3G34WL3MRIE4KQ7DTHC3YA4TV}

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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

Knockoffs-based False Discovery Rate Control and Simplification for Deep Neural Networks

Receipt and verification

First computed	2026-07-05T07:36:00.923526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76cdbe597b64504e2a1f1cce2de01c9d53d029732c030c12d9fcac2094b602ba

Aliases

arxiv: 2305.18362 · arxiv_version: 2305.18362v2 · doi: 10.48550/arxiv.2305.18362 · pith_short_12: O3G34WL3MRIE · pith_short_16: O3G34WL3MRIE4KQ7 · pith_short_8: O3G34WL3

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/O3G34WL3MRIE4KQ7DTHC3YA4TV \
  | 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: 76cdbe597b64504e2a1f1cce2de01c9d53d029732c030c12d9fcac2094b602ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed40e87838d31d916f6c1a9a717771e9531bd68d21ac0f3a0a341edd503f8edc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-27T05:40:05Z",
    "title_canon_sha256": "fe0db80bd9483c23fba25a12e2c36eabea272445c6d8187aac68c1429f5540cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18362",
    "kind": "arxiv",
    "version": 2
  }
}