Pith Number

pith:ISWKVKJO

pith:2025:ISWKVKJOCGIY7FXKVA7UG7IRSY

not attested not anchored not stored refs pending

Inference Compute-Optimal Video Vision Language Models

Fujun Liu, Hanchao Yu, Lifu Huang, Peiqi Wang, Qifan Wang, ShengYun Peng, Xuewen Zhang, Yibo Yang

arxiv:2505.18855 v1 · 2025-05-24 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ISWKVKJOCGIY7FXKVA7UG7IRSY}

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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

Video Parallel Scaling: Aggregating Diverse Frame Subsets for VideoLLMs

Receipt and verification

First computed	2026-07-05T11:09:20.651060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44acaaa92e11918f96eaa83f437d1196228c6fb87ca691f27408ba5d7537c900

Aliases

arxiv: 2505.18855 · arxiv_version: 2505.18855v1 · doi: 10.48550/arxiv.2505.18855 · pith_short_12: ISWKVKJOCGIY · pith_short_16: ISWKVKJOCGIY7FXK · pith_short_8: ISWKVKJO

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/ISWKVKJOCGIY7FXKVA7UG7IRSY \
  | 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: 44acaaa92e11918f96eaa83f437d1196228c6fb87ca691f27408ba5d7537c900

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5d6d13f85bee82c8cc46889268a28cd06ab348228cedb14ae8e50282e971860",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-24T20:09:04Z",
    "title_canon_sha256": "56daebbddbe7270990873bb3b1fc8b5ddb8b88debdd1843711962ee0d01c7365"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18855",
    "kind": "arxiv",
    "version": 1
  }
}