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 | 439 | 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 | 125 | 2020 |
Directed diffusion: Direct control of object placement through attention guidance WDK Ma, A Lahiri, JP Lewis, T Leung, WB Kleijn Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 4098-4106, 2024 | 22 | 2024 |
Animatomy: An animator-centric, anatomically inspired system for 3d facial modeling, animation and transfer B Choi, H Eom, B Mouscadet, S Cullingford, K Ma, S Gassel, S Kim, ... SIGGRAPH Asia 2022 Conference Papers, 1-9, 2022 | 12 | 2022 |
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 |
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 | 1 | 2022 |
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 |
TrailBlazer: Trajectory Control for Diffusion-Based Video Generation WDK Ma, JP Lewis, WB Kleijn arXiv preprint arXiv:2401.00896, 2023 | | 2023 |
Systems and Methods for Computer Animation of an Artificial Character Using Facial Poses From a Live Actor WK Ma, M Ghifary US Patent App. 18/052,284, 2023 | | 2023 |
Systems and methods for computer animation of an artificial character using facial poses from a live actor WK Ma, M Ghifary US Patent 11,587,278, 2023 | | 2023 |
Backpropagation-free learning with an information surrogate WD Ma Open Access Te Herenga Waka-Victoria University of Wellington, 2022 | | 2022 |
Systems and methods for computer animation of an artificial character using facial poses from a live actor JPL Muhammad Ghifary US Patent 11,410,370, 2022 | | 2022 |
The convergence rate of of multivariate operators on simplex in Orlicz space W Ma, L Chang, Y Qiang arXiv preprint arXiv:2101.08915, 2021 | | 2021 |
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 |