Xingjun Ma
Xingjun Ma
Research Fellow, Computing and Information Systems, University of Melbourne
Verified email at unimelb.edu.au - Homepage
TitleCited byYear
Characterizing adversarial subspaces using local intrinsic dimensionality
X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, ME Houle, ...
International Conference on Learning Representations (ICLR), 2018
1022018
Dimensionality-Driven Learning with Noisy Labels
X Ma, Y Wang, ME Houle, S Zhou, SM Erfani, ST Xia, S Wijewickrema, ...
International Conference on Machine Learning (ICML) 80, 2018
442018
Iterative Learning with Open-set Noisy Labels
Y Wang, W Liu, X Ma, J Bailey, H Zha, L Song, ST Xia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
332018
Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery
S Wijewickrema, B Copson, Y Zhou, X Ma, R Briggs, J Bailey, G Kennedy, ...
IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2017
92017
Finding Influentials in Twitter: A Temporal Influence Ranking Model
X Ma, C Li, J Bailey, S Wijewickrema
Australasian Data Mining Conference (AusDM), 2017
82017
Unbiased multivariate correlation analysis
Y Wang, S Romano, V Nguyen, J Bailey, X Ma, ST Xia
AAAI Conference on Artificial Intelligence (AAAI), 2017
52017
Simulation for Training Cochlear Implant Electrode Insertion
X Ma, S Wijewickrema, Y Zhou, B Copson, J Bailey, G Kennedy, ...
IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2017
52017
Providing effective real-time feedback in simulation-based surgical training
X Ma, S Wijewickrema, Y Zhou, S Zhou, S O’Leary, J Bailey
International Conference on Medical Image Computing and Computer Assisted …, 2017
42017
Adversarial generation of real-time feedback with neural networks for simulation-based training
X Ma, S Wijewickrema, S Zhou, Y Zhou, Z Mhammedi, S O'Leary, J Bailey
International Joint Conference on Artificial Intelligence (IJCAI), 2017
42017
Providing Automated Real-Time Technical Feedback for Virtual Reality Based Surgical Training: Is the Simpler the Better?
S Wijewickrema, X Ma, P Piromchai, R Briggs, J Bailey, G Kennedy, ...
International Conference on Artificial Intelligence in Education (AIED), 2018
32018
Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear
S Wijewickrema, B Copson, X Ma, R Briggs, J Bailey, G Kennedy, ...
IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2018
32018
On the Convergence and Robustness of Adversarial Training
Y Wang, X Ma, J Bailey, J Yi, B Zhou, Q Gu
International Conference on Machine Learning (ICML) 97, 2019
22019
Learning Deep Hidden Nonlinear Dynamics from Aggregate Data
Y Wang, B Dai, L Kong, X Ma, SM Erfani, J Bailey, ST Xia, L Song, H Zha
arXiv preprint arXiv:1807.08237, 2018
22018
Symmetric Cross Entropy for Robust Learning with Noisy Labels
Y Wang, X Ma, Z Chen, Y Luo, J Yi, J Bailey
International Conference on Computer Vision (ICCV), 2019
12019
Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
S Barua, X Ma, SM Erfani, ME Houle, J Bailey
arXiv preprint arXiv:1905.00643, 2019
12019
Black-box Adversarial Attacks on Video Recognition Models
L Jiang, X Ma, S Chen, J Bailey, YG Jiang
ACM International Conference on Multimedia (ACMMM), 2019
12019
Feedback Techniques in Computer-Based Simulation Training: A Survey
S Wijewickrema, X Ma, J Bailey, G Kennedy, S O'Leary
arXiv preprint arXiv:1705.04683, 2017
12017
Extracting Real-time Feedback with Neural Networks for Simulation-based Learning.
X Ma, J Bailey, S Wijewickrema, S Zhou, Z Mhammedi, Y Zhou, S O’Leary
CoRR, 2017
12017
Generative Image Inpainting with Submanifold Alignment
A Li, J Qi, R Zhang, X Ma, K Ramamohanarao
International Joint Conference on Artificial Intelligence (IJCAI), 2019
2019
Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems
X Ma, Y Niu, L Gu, Y Wang, Y Zhao, J Bailey, F Lu
arXiv preprint arXiv:1907.10456, 2019
2019
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Articles 1–20