Search Results for author: Meng Lou

Found 2 papers, 1 papers with code

SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging

no code implementations27 Feb 2024 Meng Lou, Hanning Ying, Xiaoqing Liu, Hong-Yu Zhou, Yuqing Zhang, Yizhou Yu

This study proposes a novel Siamese Dual-Resolution Transformer (SDR-Former) framework, specifically designed for liver lesion classification in 3D multi-phase CT and MR imaging with varying phase counts.

Computational Efficiency Lesion Classification

TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition

1 code implementation30 Oct 2023 Meng Lou, Hong-Yu Zhou, Sibei Yang, Yizhou Yu

Furthermore, when stacking token mixers that consist of convolution and self-attention to form a deep network, the static nature of convolution hinders the fusion of features previously generated by self-attention into convolution kernels.

Image Classification Object Detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.