Ajanthan Thalaiyasingam

Accept the Modality Gap: An Exploration in the Hyperbolic Space

Recent advancements in machine learning have spotlighted the potential of hyperbolic spaces as they effectively learn hierarchical feature representations. While there has been progress in leveraging hyperbolic spaces in single-modality contexts its exploration in multimodal settings remains under e…