3 papers
cs.LG2026
PLS in the Mirror of Self-Attention
Jiangsheng, You
This note provides an interesting observation on casting partial least square (PLS) as a linearized self-attention so that PLS may be studied within the neural network paradigm. On…
eess.IV2022
MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Pulmonary Nodules Detection
Juanyun Mai, Minghao Wang, Jiayin Zheng +12
The mortality of lung cancer has ranked high among cancers for many years. Early detection of lung cancer is critical for disease prevention, cure, and mortality rate reduction. Ho…
cs.LG2019
Reformulation of RBM to Unify Linear and Nonlinear Dimensionality Reduction
Jiangsheng You, Chun-Yen Liu
A restricted Boltzmann machine (RBM) is a two-layer neural network with shared weights and has been extensively studied for dimensionality reduction, data representation and recomm…