Pith Number

pith:UVGLM6SN

pith:2025:UVGLM6SNWMJH7MRLYN7E6ONCLV

not attested not anchored not stored refs pending

Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference

Ryosuke Yamaki, Ryo Ueda, Seitaro Shinagawa, Tadahiro Taniguchi, Yuta Matsui

arxiv:2504.09620 v1 · 2025-04-13 · cs.CL · cs.AI · cs.CV · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVGLM6SNWMJH7MRLYN7E6ONCLV}

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

Emergent Communication between Heterogeneous Visual Agents through Decentralized Learning

Receipt and verification

First computed	2026-07-05T10:48:40.139613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a54cb67a4db3127fb22bc37e4f39a25d6907b3403fe0890fff3f5437024186d3

Aliases

arxiv: 2504.09620 · arxiv_version: 2504.09620v1 · doi: 10.48550/arxiv.2504.09620 · pith_short_12: UVGLM6SNWMJH · pith_short_16: UVGLM6SNWMJH7MRL · pith_short_8: UVGLM6SN

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/UVGLM6SNWMJH7MRLYN7E6ONCLV \
  | 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: a54cb67a4db3127fb22bc37e4f39a25d6907b3403fe0890fff3f5437024186d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e248370e422ea7a3138cf8c09436bb76f549865875d0fca1796af8b6a65cbb1e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-13T15:28:09Z",
    "title_canon_sha256": "5ddf4a90e6b96b3f3236fc55860c5dd2c5d1885359617ff0b9d9dfacec2b4a1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09620",
    "kind": "arxiv",
    "version": 1
  }
}