research
∙
05/15/2023
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction
Protein-protein interactions (PPIs) are crucial in various biological pr...
share
research
∙
03/28/2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation
Domain shift has been a long-standing issue for medical image segmentati...
research
∙
07/05/2022
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation
With large-scale well-labeled datasets, deep learning has shown signific...
research
∙
03/01/2021
Systematic Analysis and Removal of Circular Artifacts for StyleGAN
StyleGAN is one of the state-of-the-art image generators which is well-k...
research
∙
06/04/2020
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments
Automated heart sounds classification is a much-required diagnostic tool...
research
∙
04/18/2020
Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks
Manual annotation of pathology slides for cancer diagnosis is laborious ...
research
∙
04/24/2019
A Comparison Study of Credit Card Fraud Detection: Supervised versus Unsupervised
Credit card has become popular mode of payment for both online and offli...
research
∙
04/20/2019
Facial Feature Embedded CycleGAN for VIS-NIR Translation
VIS-NIR face recognition remains a challenging task due to the distincti...
research
∙
03/12/2019
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation
Segmentation stands at the forefront of many high-level vision tasks. In...
research
∙
01/06/2018
Learning Hierarchical Features for Visual Object Tracking with Recursive Neural Networks
Recently, deep learning has achieved very promising results in visual ob...
research
∙
03/03/2017