1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CV2021
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation
Gabriel Tjio, Ping Liu, Joey Tianyi Zhou +1
Convolutional neural networks typically perform poorly when the test (target domain) and training (source domain) data have significantly different distributions. While this proble…
cs.CV2020★ 1 cited
Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks
Gabriel Tjio, Xulei Yang, Jia Mei Hong +4
Manual annotation of pathology slides for cancer diagnosis is laborious and repetitive. Therefore, much effort has been devoted to develop computer vision solutions. Our approach,…
cs.CV2019
Multi-Instance Multi-Scale CNN for Medical Image Classification
Shaohua Li, Yong Liu, Xiuchao Sui +4
Deep learning for medical image classification faces three major challenges: 1) the number of annotated medical images for training are usually small; 2) regions of interest (ROIs)…