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 | 333 | 2017 |
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 | 63 | 2020 |
Seam carving based on improved line detection WD Ma, HH Chang, TK Shih, YC Chou 2012 International Symposium on Intelligent Signal Processing and ¡¦, 2012 | 4 | 2012 |
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 | 1 | 2015 |
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 |