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The shattered gradients problem: If resnets are the answer, then what is the question?
D Balduzzi, M Frean, L Leary, JP Lewis, KWD Ma, B McWilliams
International Conference on Machine Learning, 342-350, 2017
3332017
The HSIC bottleneck: Deep learning without back-propagation
WDK Ma, JP Lewis, WB Kleijn
Proceedings of the AAAI conference on artificial intelligence 34 (04), 5085-5092, 2020
632020
Seam carving based on improved line detection
WD Ma, HH Chang, TK Shih, YC Chou
2012 International Symposium on Intelligent Signal Processing and ¡¦, 2012
42012
Synthesising radiance maps from legacy outdoor photographs for real-time IBL on HMDs
WDK Ma, T Iorns, A Chalmers, T Rhee
2015 International Conference on Image and Vision Computing New Zealand ¡¦, 2015
12015
Directed Diffusion: Direct Control of Object Placement through Attention Guidance
WDK Ma, JP Lewis, WB Kleijn, T Leung
arXiv preprint arXiv:2302.13153, 2023
2023
Backpropagation-free learning with an information surrogate
WD Ma
Open Access Te Herenga Waka-Victoria University of Wellington, 2022
2022
FDLS: A Deep Learning Approach to Production Quality, Controllable, and Retargetable Facial Performances.
WDK Ma, M Ghifary, JP Lewis, B Choi, H Eom
The Digital Production Symposium, 1-9, 2022
2022
Blind Facial Basis Discovery Using the Hilbert-Schmidt Independence Criterion
WDK Ma, JP Lewis, WB Kleijn
2018 International Conference on Image and Vision Computing New Zealand ¡¦, 2018
2018
Back To RGB: Deep articulated hand pose estimation from a single camera image
WDK Ma, JP Lewis, M Frean, D Balduzzi
2017 International Conference on Image and Vision Computing New Zealand ¡¦, 2017
2017
Video seam carving with perspective line structure preservation
WD Ma, TK Shih, HH Chang, WK Leow
2013 International Joint Conference on Awareness Science and Technology ¡¦, 2013
2013
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