Hierarchical Multi-scale Representations for medical image segmentation with state of the art results on synapse multi-organ segmentation, skin lesion segmentation, multiple myeloma cell segmentation.

Abstract: Quadruped locomotion is challenging for many learning-based algorithms. This is because it requires tedious manual tuning to cope with different types of terrains and is difficult to deploy ...

Abstract: Deep learning is a powerful technique for data-driven learning in the era of Big Data. However, most deep learning models are deterministic models that ignore the uncertainty of data. Fuzzy ...