Pith Number

pith:D4Y2ZU7V

pith:2025:D4Y2ZU7VSJ565F2IMCYZSCU6OP

not attested not anchored not stored refs pending

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Jianbing Shen, Lingran Song, Yucheng Zhou

arxiv:2501.01377 v2 · 2025-01-02 · cs.CL · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D4Y2ZU7VSJ565F2IMCYZSCU6OP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

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Receipt and verification

First computed	2026-07-05T11:14:01.539571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f31acd3f5927bee974860b1990a9e73ceddd9962ab64e1e23c14c9ba00fc5f3

Aliases

arxiv: 2501.01377 · arxiv_version: 2501.01377v2 · doi: 10.48550/arxiv.2501.01377 · pith_short_12: D4Y2ZU7VSJ56 · pith_short_16: D4Y2ZU7VSJ565F2I · pith_short_8: D4Y2ZU7V

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/D4Y2ZU7VSJ565F2IMCYZSCU6OP \
  | 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: 1f31acd3f5927bee974860b1990a9e73ceddd9962ab64e1e23c14c9ba00fc5f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "724a56ab597359054e68729e0dd990ad7992ec7e384702b20218969ddf06f893",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-02T17:37:20Z",
    "title_canon_sha256": "edf4cc831ad2f3a702c09eb13e955c780a0d28d280505777baa57fe2c2be17d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01377",
    "kind": "arxiv",
    "version": 2
  }
}