Abstract: Compositional Zero-Shot Learning (CZSL) aims to recognize novel compositions of seen primitives. Prior studies have attempted to either learn primitives individually (non-connected) or ...
Abstract: A recent trend in urban computing involves utilizing multi-modal data for urban region embedding, which can be further expanded in a variety of downstream urban sensing tasks. Many previous ...
TL;DR: This article provides a systematic review of the evolution of multimodal embedding technology, tracing its journey from the advent of CLIP to the current era of Universal Multimodal Embedding.