Summary of Fan: Fourier Analysis Networks, by Yihong Dong et al.
FAN: Fourier Analysis Networksby Yihong Dong, Ge Li, Yongding Tao, Xue Jiang, Kechi Zhang, Jia…
Summary of Learning K-u-net with Constant Complexity: An Application to Time Series Forecasting, by Jiang You et al.
Learning K-U-Net with constant complexity: An Application to time series forecastingby Jiang You, Arben Cela,…
Summary of Data Optimisation Of Machine Learning Models For Smart Irrigation in Urban Parks, by Nasser Ghadiri et al.
Data Optimisation of Machine Learning Models for Smart Irrigation in Urban Parksby Nasser Ghadiri, Bahman…
Summary of Channel-aware Contrastive Conditional Diffusion For Multivariate Probabilistic Time Series Forecasting, by Siyang Li et al.
Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecastingby Siyang Li, Yize Chen, Hui…
Summary of Backtime: Backdoor Attacks on Multivariate Time Series Forecasting, by Xiao Lin et al.
BACKTIME: Backdoor Attacks on Multivariate Time Series Forecastingby Xiao Lin, Zhining Liu, Dongqi Fu, Ruizhong…
Summary of Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices, by Yuka Hashimoto and Tomoharu Iwata
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matricesby Yuka Hashimoto, Tomoharu IwataFirst submitted…
Summary of Trajgpt: Irregular Time-series Representation Learning For Health Trajectory Analysis, by Ziyang Song et al.
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysisby Ziyang Song, Qingcheng Lu, He Zhu,…
Summary of Efficient Source-free Time-series Adaptation Via Parameter Subspace Disentanglement, by Gaurav Patel et al.
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglementby Gaurav Patel, Christopher Sandino, Behrooz Mahasseni, Ellen…
Summary of Model Comparisons: Xnet Outperforms Kan, by Xin Li et al.
Model Comparisons: XNet Outperforms KANby Xin Li, Zhihong Jeff Xia, Xiaotao ZhengFirst submitted to arxiv…
Summary of Mmfnet: Multi-scale Frequency Masking Neural Network For Multivariate Time Series Forecasting, by Aitian Ma et al.
MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series Forecastingby Aitian Ma, Dongsheng Luo,…