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cs.LG2025
PAST: A Primary-Auxiliary Spatio-Temporal Network for Traffic Time Series Imputation
Hanwen Hu, Zimo Wen, Shiyou Qian +1
Traffic time series imputation is crucial for the safety and reliability of intelligent transportation systems, while diverse types of missing data, including random, fiber, and bl…
cs.LG2023★ 5 cited
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning
Xin Dong, Ruize Wu, Chao Xiong +6
Multi-task learning (MTL) aims at solving multiple related tasks simultaneously and has experienced rapid growth in recent years. However, MTL models often suffer from performance…