Pith Number

pith:7OX6JSW7

pith:2024:7OX6JSW7UE5XVD5OXOXWJVSTMD

not attested not anchored not stored refs pending

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Andriy Myronenko, Baris Turkbey, Benjamin Simon, Can Zhao, Daguang Xu, Dong Yang, Greg Heinrich, Holger Roth, Hongxu Yin, Marc Edgar, Michael Zephyr, Mingxin Zheng, Pavlo Molchanov, Pengfei Guo, Song Han, Stephanie Harmon, Stephen Aylward, Vishwesh Nath, Wenqi Li, Yao Lu, Yee Man Law, Yucheng Tang, Yufan He, Zhijian Liu, Ziyue Xu

arxiv:2411.12915 v3 · 2024-11-19 · 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{7OX6JSW7UE5XVD5OXOXWJVSTMD}

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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

NVILA: Efficient Frontier Visual Language Models

Receipt and verification

First computed	2026-07-05T10:23:58.054756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbafe4cadfa13b7a8faebbaf64d65360d94942a58fa8a7288f00102349da91f7

Aliases

arxiv: 2411.12915 · arxiv_version: 2411.12915v3 · doi: 10.48550/arxiv.2411.12915 · pith_short_12: 7OX6JSW7UE5X · pith_short_16: 7OX6JSW7UE5XVD5O · pith_short_8: 7OX6JSW7

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/7OX6JSW7UE5XVD5OXOXWJVSTMD \
  | 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: fbafe4cadfa13b7a8faebbaf64d65360d94942a58fa8a7288f00102349da91f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "456ae1f05cb7deb1df4012f7d06719d04429dccb761bf540bde81f4a202e8051",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-19T22:59:14Z",
    "title_canon_sha256": "c83018efca1b8bccc9cfea4225843ce4470c649ce25959edb7464fc0d2bbd637"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12915",
    "kind": "arxiv",
    "version": 3
  }
}