Pith Number

pith:QS225IU3

pith:2025:QS225IU3C6UFFQTKIM5KQRQMSM

not attested not anchored not stored refs pending

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

Dongyoon Wee, Inwoong Lee, Jeongseok Hyun, Joon-Young Lee, Minho Shim, Seon Joo Kim, Su Ho Han, Sukjun Hwang, Taeoh Kim

arxiv:2507.07990 v1 · 2025-07-10 · 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{QS225IU3C6UFFQTKIM5KQRQMSM}

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

3 papers in Pith

DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs

Video Parallel Scaling: Aggregating Diverse Frame Subsets for VideoLLMs

VLMaxxing through FrameMogging Training-Free Anti-Recomputation for Video Vision-Language Models

Receipt and verification

First computed	2026-07-05T11:35:08.213247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84b5aea29b17a852c26a433aa8460c9312340f494905e73dd4713e82a1b894c0

Aliases

arxiv: 2507.07990 · arxiv_version: 2507.07990v1 · doi: 10.48550/arxiv.2507.07990 · pith_short_12: QS225IU3C6UF · pith_short_16: QS225IU3C6UFFQTK · pith_short_8: QS225IU3

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/QS225IU3C6UFFQTKIM5KQRQMSM \
  | 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: 84b5aea29b17a852c26a433aa8460c9312340f494905e73dd4713e82a1b894c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee9838ea1e4735dbaa27885d81053e6a840488f270752992ca11ae50d4a87004",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-10T17:59:02Z",
    "title_canon_sha256": "e4af9d9c2ec174483634602892f977caee50ec6ca672930ff1f15d8faf323873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07990",
    "kind": "arxiv",
    "version": 1
  }
}