LINEA is a powerful real-time line detector that introduces Line Attention mechanism, achieving outstanding performance without being pretrained on COCO or Object365 datasets. Attention Mechanishm We ...

Abstract: Aligned text-image encoders such as CLIP have become the de-facto model for vision-language tasks. Further-more, modality-specific encoders achieve impressive per-formances in their ...