AAAI Paper "frequency domain analysis" Papers

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FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation

Yuntian Bo, Yazhou Zhu, Lunbo Li et al.

AAAI 2025paperarXiv:2412.09319

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

Junhyeok Kang, Yooju Shin, Jae-Gil Lee

AAAI 2025paperarXiv:2501.14183

WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting

Md Mahmuddun Nabi Murad, Mehmet Aktukmak, Yasin Yilmaz

AAAI 2025paperarXiv:2412.17176

Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector

An Lao, Qi Zhang, Chongyang Shi et al.

AAAI 2024paperarXiv:2312.11023

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al.

AAAI 2024paperarXiv:2401.00423

SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation

Hyun Ryu, Sunjae Yoon, Hee Suk Yoon et al.

AAAI 2024paperarXiv:2312.05790