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Pith Number

pith:75J6RCN3

pith:2022:75J6RCN33CUKTXPE5JMPLP3SFD
not attested not anchored not stored refs pending

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders

Daeun Kyung, Edward Choi, Honglak Lee, Jongseong Jang, Kyunghoon Bae, Seung Hwan Kim

arxiv:2212.07050 v3 · 2022-12-14 · cs.LG · cs.CV · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{75J6RCN33CUKTXPE5JMPLP3SFD}

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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 2026-07-05T09:19:05.085560Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ff53e889bbd8a8a9dde4ea58f5bf7228e7ea97165e0463c11e707a07e2630a6d

Aliases

arxiv: 2212.07050 · arxiv_version: 2212.07050v3 · doi: 10.48550/arxiv.2212.07050 · pith_short_12: 75J6RCN33CUK · pith_short_16: 75J6RCN33CUKTXPE · pith_short_8: 75J6RCN3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/75J6RCN33CUKTXPE5JMPLP3SFD \
  | 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: ff53e889bbd8a8a9dde4ea58f5bf7228e7ea97165e0463c11e707a07e2630a6d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4e6d5ab177ab357f8677e408a098c34fefd5b86a4573e79f5c9ef877e1f49e04",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-14T06:04:18Z",
    "title_canon_sha256": "1640e8962b3ccd36b44fc56156e3f3c9c3b6aca01336492e5acd695503b9daef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.07050",
    "kind": "arxiv",
    "version": 3
  }
}