Pith Number

pith:ZEOLA2IP

pith:2024:ZEOLA2IPGZO7UGK6HF3X332GKU

not attested not anchored not stored refs pending

Efficient Multi-modal Large Language Models via Visual Token Grouping

Chuanyang Zheng, Han Shi, Hong Cheng, Minbin Huang, Runhui Huang, Xiangguo Sun, Xin Jiang, Yimeng Chen, Zhenguo Li

arxiv:2411.17773 v2 · 2024-11-26 · cs.CV

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\usepackage{pith}
\pithnumber{ZEOLA2IPGZO7UGK6HF3X332GKU}

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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

Fourier Compressor: Frequency-Domain Visual Token Compression for Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:43:12.086060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c91cb0690f365dfa195e39777def46551390b73a57036729fd1273efc0114618

Aliases

arxiv: 2411.17773 · arxiv_version: 2411.17773v2 · doi: 10.48550/arxiv.2411.17773 · pith_short_12: ZEOLA2IPGZO7 · pith_short_16: ZEOLA2IPGZO7UGK6 · pith_short_8: ZEOLA2IP

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/ZEOLA2IPGZO7UGK6HF3X332GKU \
  | 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: c91cb0690f365dfa195e39777def46551390b73a57036729fd1273efc0114618

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "930e35fd582285942dceb5fa9562a07bc9caf05e21990b8d68956745b8b882d5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-26T09:36:02Z",
    "title_canon_sha256": "505cdc1d366c3663027ddd7e20ad9befc6434368132fc1542bbc02f0f5102eb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17773",
    "kind": "arxiv",
    "version": 2
  }
}