Giving Sensors a Voice: Multimodal JEPA for Semantic Time-Series Embeddings

Utsav Dutta, Gerardo Pastrana, Sina Khoshfetrat Pakazad +1

Transformer-based architectures have advanced sequence modeling in language and vision, yet general-purpose representation learning for heterogeneous multivariate time series remai…