ICCV 2025 "computational cost reduction" Papers

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models

Huanpeng Chu, Wei Wu, Guanyu Feng et al.

ICCV 2025posterarXiv:2508.16212
6
citations

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models

Wei Suo, Ji Ma, Mengyang Sun et al.

ICCV 2025posterarXiv:2412.06458
1
citations

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Qianhao Yuan, Qingyu Zhang, yanjiang liu et al.

ICCV 2025posterarXiv:2504.00502

TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training

Felix Krause, Timy Phan, Ming Gui et al.

ICCV 2025posterarXiv:2501.04765
10
citations

Zero-Shot Vision Encoder Grafting via LLM Surrogates

Kaiyu Yue, Vasu Singla, Menglin Jia et al.

ICCV 2025posterarXiv:2505.22664