Pith Number

pith:CLEULMRN

pith:2024:CLEULMRNFOE4QUZJF6L7P56JNR

not attested not anchored not stored refs pending

Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction

Dimitris N. Metaxas, Felix Juefei-Xu, Licheng Yu, Miao Liu, Mingfu Liang, Ning Zhang, Shiyu Zhao, Xiaofang Wang, Xide Xia, Zhenting Wang

arxiv:2412.00556 v2 · 2024-11-30 · cs.CV

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\usepackage{pith}
\pithnumber{CLEULMRNFOE4QUZJF6L7P56JNR}

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Record completeness

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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

METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models

Receipt and verification

First computed	2026-07-05T09:45:59.183185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12c945b22d2b89c853292f97f7f7c96c4a295c3218327e29b4f30d634d408d0e

Aliases

arxiv: 2412.00556 · arxiv_version: 2412.00556v2 · doi: 10.48550/arxiv.2412.00556 · pith_short_12: CLEULMRNFOE4 · pith_short_16: CLEULMRNFOE4QUZJ · pith_short_8: CLEULMRN

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/CLEULMRNFOE4QUZJF6L7P56JNR \
  | 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: 12c945b22d2b89c853292f97f7f7c96c4a295c3218327e29b4f30d634d408d0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71fcbd5fc5130f898f10206ebf30f7933a17fe390c384456d183c029ab8d7e72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-30T18:54:32Z",
    "title_canon_sha256": "7f05341b7f6344f280cf0108eb1d6bf2aedea6d674d4bfd1226a9878a9d7d0af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00556",
    "kind": "arxiv",
    "version": 2
  }
}