Zhibin Liao
Zhibin Liao
Australian Institude for Machine Learning, University of Adelaide
Verified email at adelaide.edu.au
TitleCited byYear
Competitive multi-scale convolution
Z Liao, G Carneiro
arXiv preprint arXiv:1511.05635, 2015
On the importance of normalisation layers in deep learning with piecewise linear activation units
Z Liao, G Carneiro
2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-8, 2016
A deep convolutional neural network module that promotes competition of multiple-size filters
Z Liao, G Carneiro
Pattern Recognition 71, 94-105, 2017
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data
MH Jafari, H Girgis, Z Liao, D Behnami, A Abdi, H Vaseli, C Luong, ...
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
The use of deep learning features in a hierarchical classifier learned with the minimization of a non-greedy loss function that delays gratification
Z Liao, G Carneiro
2015 IEEE International Conference on Image Processing (ICIP), 4540-4544, 2015
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device
N Van Woudenberg, Z Liao, AH Abdi, H Girgis, C Luong, H Vaseli, ...
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis …, 2018
Semi-Supervised learning for cardiac left ventricle segmentation using conditional deep generative models as prior
MH Jafari, H Girgis, AH Abdi, Z Liao, M Pesteie, R Rohling, K Gin, T Tsang, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
Designing lightweight deep learning models for echocardiography view classification
H Vaseli, Z Liao, AH Abdi, H Girgis, D Behnami, C Luong, FT Dezaki, ...
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
Cardiac Phase Detection in Echocardiograms with Densely Gated Recurrent Neural Networks and Global Extrema Loss
FT Dezaki, Z Liao, C Luong, H Girgis, N Dhungel, AH Abdi, D Behnami, ...
IEEE Transactions on Medical Imaging 38 (8), 1821-1832, 2018
Approximate Fisher information matrix to characterise the training of deep neural networks
Z Liao, T Drummond, I Reid, G Carneiro
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (1), 15-26, 2018
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
Z Liao, H Girgis, A Abdi, H Vaseli, J Hetherington, R Rohling, K Gin, ...
arXiv preprint arXiv:1911.00674, 2019
Methods for Understanding and Improving Deep Learning Classification Models
Z Liao
Closed-loop deep vision
G Carneiro, Z Liao, TJ Chin
2013 International Conference on Digital Image Computing: Techniques and …, 2013
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
Z Liao, MH Jafari, H Girgis, K Gin, R Rohling, P Abolmaesumi, T Tsang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms
D Behnami, Z Liao, H Girgis, C Luong, R Rohling, K Gin, T Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN
MH Jafari, Z Liao, H Girgis, M Pesteie, R Rohling, K Gin, T Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
MH Jafari, H Girgis, N Van Woudenberg, Z Liao, R Rohling, K Gin, ...
International journal of computer assisted radiology and surgery 14 (6 …, 2019
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