Pith Number

pith:2J23KI36

pith:2023:2J23KI364LOCTHKO5ZD5JM67OS

not attested not anchored not stored refs pending

M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Anand Shah, Che Liu, Chen Chen, Mengyun Qiao, Rossella Arcucci, Sibo Cheng, Weitong Zhang, Wenjia Bai

arxiv:2307.08347 v2 · 2023-07-17 · cs.CV · cs.AI · 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{2J23KI364LOCTHKO5ZD5JM67OS}

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.

Receipt and verification

First computed	2026-07-05T06:32:41.063971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d275b5237ee2dc299d4eee47d4b3df74a708cea98be942ff014d609c4e4af03a

Aliases

arxiv: 2307.08347 · arxiv_version: 2307.08347v2 · doi: 10.48550/arxiv.2307.08347 · pith_short_12: 2J23KI364LOC · pith_short_16: 2J23KI364LOCTHKO · pith_short_8: 2J23KI36

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/2J23KI364LOCTHKO5ZD5JM67OS \
  | 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: d275b5237ee2dc299d4eee47d4b3df74a708cea98be942ff014d609c4e4af03a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afcd1399339ca891f2094b1daa979b598040d8ad50d8e87683bbd2528c253934",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-17T09:38:41Z",
    "title_canon_sha256": "4d8226765dd582665283d77b678538aba8fc421951df591910d0292e436965a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08347",
    "kind": "arxiv",
    "version": 2
  }
}