Summary of Modeling Temporal Dependencies Within the Target For Long-term Time Series Forecasting, by Qi Xiong et al.
Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecastingby Qi Xiong, Kai Tang,…
Summary of Denoising-aware Contrastive Learning For Noisy Time Series, by Shuang Zhou et al.
Denoising-Aware Contrastive Learning for Noisy Time Seriesby Shuang Zhou, Daochen Zha, Xiao Shen, Xiao Huang,…
Summary of Chimera: Effectively Modeling Multivariate Time Series with 2-dimensional State Space Models, by Ali Behrouz and Michele Santacatterina and Ramin Zabih
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Modelsby Ali Behrouz, Michele Santacatterina,…
Summary of Tidmad: Time Series Dataset For Discovering Dark Matter with Ai Denoising, by J. T. Fry et al.
TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoisingby J. T. Fry, Aobo…
Summary of Tscmamba: Mamba Meets Multi-view Learning For Time Series Classification, by Md Atik Ahamed et al.
TSCMamba: Mamba Meets Multi-View Learning for Time Series Classificationby Md Atik Ahamed, Qiang ChengFirst submitted…
Summary of Amortized Equation Discovery in Hybrid Dynamical Systems, by Yongtuo Liu et al.
Amortized Equation Discovery in Hybrid Dynamical Systemsby Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios GavvesFirst…
Summary of A Noise-robust Multi-head Attention Mechanism For Formation Resistivity Prediction: Frequency Aware Lstm, by Yongan Zhang et al.
A Noise-robust Multi-head Attention Mechanism for Formation Resistivity Prediction: Frequency Aware LSTMby Yongan Zhang, Junfeng…
Summary of Twins: Revisiting Non-stationarity in Multivariate Time Series Forecasting, by Jiaxi Hu et al.
TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecastingby Jiaxi Hu, Qingsong Wen, Sijie Ruan, Li…
Summary of Adaptive Multi-scale Decomposition Framework For Time Series Forecasting, by Yifan Hu et al.
Adaptive Multi-Scale Decomposition Framework for Time Series Forecastingby Yifan Hu, Peiyuan Liu, Peng Zhu, Dawei…
Summary of Cross-variable Linear Integrated Enhanced Transformer For Photovoltaic Power Forecasting, by Jiaxin Gao et al.
Cross-variable Linear Integrated ENhanced Transformer for Photovoltaic power forecastingby Jiaxin Gao, Qinglong Cao, Yuntian Chen,…