Pith Number

pith:RB4XBSXU

pith:2023:RB4XBSXULDDUWQSMFRLOFKY6BR

not attested not anchored not stored refs pending

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models

Amilcare Gentili, An Yan, Chengyu Dong, Chun-Nan Hsu, Jingbo Shang, Julian McAuley, Petros Karypis, Yiwu Zhong, Yu Wang, Zexue He, Zihan Wang

arxiv:2310.03182 v1 · 2023-10-04 · cs.CV · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RB4XBSXULDDUWQSMFRLOFKY6BR}

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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

6 papers in Pith

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers

Mitigating Label Bias with Interpretable Rubric Embeddings

Receipt and verification

First computed	2026-07-05T06:57:29.767968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

887970caf458c74b424c2c56e2ab1e0c6927d7ff6d3cb3de232345256868a09c

Aliases

arxiv: 2310.03182 · arxiv_version: 2310.03182v1 · doi: 10.48550/arxiv.2310.03182 · pith_short_12: RB4XBSXULDDU · pith_short_16: RB4XBSXULDDUWQSM · pith_short_8: RB4XBSXU

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/RB4XBSXULDDUWQSMFRLOFKY6BR \
  | 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: 887970caf458c74b424c2c56e2ab1e0c6927d7ff6d3cb3de232345256868a09c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b95a57dd6a8253277fda28a8a536dc81a6f58164d1cf9174984811ca19e65e74",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-04T21:57:09Z",
    "title_canon_sha256": "1239905764bc863ac5d8b117f5d13692ce6af5fa2b74123540f403288b8e7fbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03182",
    "kind": "arxiv",
    "version": 1
  }
}