InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement

Mingyue Cheng, Xiaoyu Tao, Huajian Zhang +5

Most existing time series classification methods adopt a discriminative paradigm that maps input sequences directly to one-hot encoded class labels. While effective, this paradigm…