Pith Number

pith:PUIXAA2Z

pith:2024:PUIXAA2ZTHAYMIDIU25NTYNPJF

not attested not anchored not stored refs pending

Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models

Dingkang Yang, Jiawei Chen, Jinjie Wei, Lihua Zhang, Mingcheng Li, Xiaolu Hou, Yue Jiang

arxiv:2404.16385 v1 · 2024-04-25 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

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\usepackage{pith}
\pithnumber{PUIXAA2ZTHAYMIDIU25NTYNPJF}

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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

2 papers in Pith

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models

MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning

Receipt and verification

First computed	2026-07-05T08:12:05.931481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d1170035999c1862068a6bad9e1af49719f25be8833b9c8951db03c12ffb8eb

Aliases

arxiv: 2404.16385 · arxiv_version: 2404.16385v1 · doi: 10.48550/arxiv.2404.16385 · pith_short_12: PUIXAA2ZTHAY · pith_short_16: PUIXAA2ZTHAYMIDI · pith_short_8: PUIXAA2Z

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/PUIXAA2ZTHAYMIDIU25NTYNPJF \
  | 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: 7d1170035999c1862068a6bad9e1af49719f25be8833b9c8951db03c12ffb8eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82cb5507d450ac4ad67db136135f26258c1a37a9acc59d120ad4be064e1fafea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-25T07:51:26Z",
    "title_canon_sha256": "91a2946f8ddf48f78a66f6af09354d03e7e13da32e462a526f721d85f4330541"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16385",
    "kind": "arxiv",
    "version": 1
  }
}