2 papers
cs.CV2026
USEMA: a Scalable Efficient Mamba Like Attention for Medical Image Segmentation
Elisha Dayag, Nhat Thanh Tran, Jack Xin
Accurate medical image segmentation is an integral part of the medical image analysis pipeline that requires the ability to merge local and global information. While vision transfo…
cs.LG2025
Filter then Attend: Improving attention-based Time Series Forecasting with Spectral Filtering
Elisha Dayag, Nhat Thanh Van Tran, Jack Xin
Transformer-based models are at the forefront in long time-series forecasting (LTSF). While in many cases, these models are able to achieve state of the art results, they suffer fr…