DATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection.

Advancing MRI segmentation with CLIP-driven semi-supervised learning and semantic alignment.

Lightweight expression recognition combined attention fusion network with hybrid knowledge distillation for occluded e-learner facial images.

Nonparametric Inference under B-bits Quantization.

Gradient is All You Need: Gradient-Based Attention Fusion for Infrared Small Target Detection.

IG-Net: An Instrument-guided real-time semantic segmentation framework for prostate dissection during surgery for low rectal cancer.

Deep feature screening: Feature selection for ultra high-dimensional data via deep neural networks.

Deep Learning for Efficient GWAS Feature Selection.

On the Confidence Intervals in Bioequivalence Studies.

Semiparametric Regression for Spatial Data via Deep Learning.

Variable selection for nonlinear Cox regression model via deep learning.

Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural Networks.

Analytic evaluation of the fractional moments for the quasi-stationary distribution of the Shiryaev martingale on an interval.

Calibrating multi-dimensional complex ODE from noisy data via deep neural networks.