Paper "computational complexity reduction" Papers

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BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement

Cunhang Fan, Enrui Liu, Andong Li et al.

AAAI 2025paperarXiv:2412.19099
4
citations

DocMamba: Efficient Document Pre-training with State Space Model

Pengfei Hu, Zhenrong Zhang, Jiefeng Ma et al.

AAAI 2025paperarXiv:2409.11887
2
citations

Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation

Qiyu Kang, Xuhao Li, Kai Zhao et al.

AAAI 2025paperarXiv:2503.16666
3
citations

Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models

Weihao Ye, Qiong Wu, Wenhao Lin et al.

AAAI 2025paperarXiv:2409.10197
64
citations

VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting

Junhyeok Kang, Yooju Shin, Jae-Gil Lee

AAAI 2025paperarXiv:2501.14183
3
citations

FFT-Based Dynamic Token Mixer for Vision

Yuki Tatsunami, Masato Taki

AAAI 2024paperarXiv:2303.03932
59
citations

Neural Amortized Inference for Nested Multi-Agent Reasoning

Kunal Jha, Tuan Anh Le, Chuanyang Jin et al.

AAAI 2024paperarXiv:2308.11071
7
citations

Sparse Variational Student-t Processes

Jian Xu, Delu Zeng

AAAI 2024paperarXiv:2312.05568
7
citations