Pratham Yashwante

Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces

The Platonic Representation Hypothesis posits that learned representations from models trained on different modalities converge to a shared latent structure of the world. However, this hypothesis has largely been examined in vision and language, and it remains unclear whether time series participate…