IEEE

iReWindColor: Vision Transformer with Residual Embedding and Window Encoder for Point-Interactive Image Colorization

Abstract: Point-interactive image colorization is intended to colorize a grayscale image by allowing the user to specify colors at specific locations. The colors provided by the user (user hints) are ...
GitHub

Zero-Training Context Extension for Transformer Encoders via Nonlinear Absolute Positional Embeddings Interpolation

Official implementation of "Zero-Training Context Extension for Transformer Encoders via Nonlinear Absolute Positional Embeddings Interpolation". Paper preprint is coming soon. This implementation ...
IEEE

ReTeNet: A Residual Encoder and Transformer Encoders Network for Stress Monitoring From Wearable Device

Abstract: Mental stress adversely impacts overall well-being, and chronic stress poses serious risks to both physical and mental health, necessitating the development of wearable-based stress ...
Frontiers

Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration

Introduction: Accurate preprocessing of functional magnetic resonance imaging (fMRI) data is crucial for effective analysis in preclinical studies. Key steps such as denoising, skull-stripping, and ...