Mingyue Cheng

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

Most existing time series classification methods follow a discriminative modeling paradigm that directly maps input sequences to one-hot encoded class labels. Although effective, this paradigm suffers from two inherent limitations: it is difficult to effectively exploit contextua...