Pith Number

pith:QJWS37DJ

pith:2025:QJWS37DJJQWW7OMX3JXWWSBZRI

not attested not anchored not stored refs pending

Collaborative Edge-to-Server Inference for Vision-Language Models

Soochang Song, Yongjune Kim

arxiv:2512.16349 v2 · 2025-12-18 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJWS37DJJQWW7OMX3JXWWSBZRI}

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

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models

Receipt and verification

First computed	2026-06-09T02:08:36.362288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

826d2dfc694c2d6fb997da6f6b48398a03f0d2e42dcaf36903d4c6a2691efd72

Aliases

arxiv: 2512.16349 · arxiv_version: 2512.16349v2 · doi: 10.48550/arxiv.2512.16349 · pith_short_12: QJWS37DJJQWW · pith_short_16: QJWS37DJJQWW7OMX · pith_short_8: QJWS37DJ

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/QJWS37DJJQWW7OMX3JXWWSBZRI \
  | 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: 826d2dfc694c2d6fb997da6f6b48398a03f0d2e42dcaf36903d4c6a2691efd72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8521c2afe753cab2edc7b2a2331301e01d7e06e9ee7eafeab6c34cc5a8ab9c55",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-18T09:38:18Z",
    "title_canon_sha256": "aecae3fc99dadca684743712f1b46d29c20dfcf151c6b2e0e476f91dcda53a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.16349",
    "kind": "arxiv",
    "version": 2
  }
}