AAAI "frequency domain analysis" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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

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
38
citations

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

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al.

AAAI 2024paperarXiv:2401.00423
177
citations

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