Pith Number

pith:6TZBCGS3

pith:2024:6TZBCGS3WB4MZX4AMSQFDDH4JM

not attested not anchored not stored refs pending

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification

Fei Zhao, Shaohui Lin, Shaosheng Cao, Wenxuan Huang, Xiangfeng Xu, Yao Hu, Yunhang Shen, Zheyu Ye, Zijie Zhai

arxiv:2412.00876 v4 · 2024-12-01 · cs.CV · cs.AI · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{6TZBCGS3WB4MZX4AMSQFDDH4JM}

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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

4 papers in Pith

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LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models

POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs

VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:36:32.079416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4f2111a5bb078ccdf8064a0518cfc4b198a5a500cf2c099644530a9db276917

Aliases

arxiv: 2412.00876 · arxiv_version: 2412.00876v4 · doi: 10.48550/arxiv.2412.00876 · pith_short_12: 6TZBCGS3WB4M · pith_short_16: 6TZBCGS3WB4MZX4A · pith_short_8: 6TZBCGS3

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/6TZBCGS3WB4MZX4AMSQFDDH4JM \
  | 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: f4f2111a5bb078ccdf8064a0518cfc4b198a5a500cf2c099644530a9db276917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98df8f202cd2eba91b68dc4915fb1c442ad7fd31370832f8eec983d84ce90338",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-01T16:32:31Z",
    "title_canon_sha256": "d705626af55b438f381e1dd6a1c4ab5c0f17b5bbf3ace3afb78dc2afb48e397b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00876",
    "kind": "arxiv",
    "version": 4
  }
}