|Continual Learning in Generative Adversarial Nets|
A Seff, A Beatson, D Suo, H Liu
arXiv preprint, 2017
|The Clinical Utilisation of Respiratory Elastance Software (CURE Soft): a bedside software for real-time respiratory mechanics monitoring and mechanical ventilation management|
A Szlavecz, YS Chiew, D Redmond, A Beatson, D Glassenbury, S Corbett, ...
Biomedical engineering online 13 (1), 1-14, 2014
|Amortized Bayesian meta-learning|
S Ravi, A Beatson
ICLR 2019, 2018
|Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction|
V Major, S Corbett, D Redmond, A Beatson, D Glassenbury, YS Chiew, ...
Biomedical Signal Processing and Control 23, 1-9, 2016
|Efficient optimization of loops and limits with randomized telescoping sums|
A Beatson, RP Adams
ICML 2019, 2019
|SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models|
Y Luo, A Beatson, M Norouzi, J Zhu, D Duvenaud, RP Adams, RTQ Chen
ICLR 2020, 2019
|Pixie: a social chatbot|
O Adewale, A Beatson, D Buniatyan, J Ge, M Khodak, H Lee, N Prasad, ...
Alexa prize proceedings, 2017
|Pressure reconstruction by eliminating the demand effect of spontaneous respiration (PREDATOR) method for assessing respiratory mechanics of reverse-triggered breathing cycles|
DP Redmond, V Major, S Corbett, D Glassenbury, A Beatson, A Szlávecz, ...
2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 332-337, 2014
|Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation|
YS Chiew, CG Pretty, A Beatson, D Glassenbury, V Major, S Corbett, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
|Assessing respiratory mechanics of reverse-triggered breathing cycles-case study of two mechanically ventilated patients|
V Major, C Simon, D Redmond, A Beatson, D Glassenbury, YS Chiew, ...
IFAC-PapersOnLine 48 (20), 505-510, 2015
|Randomized automatic differentiation|
D Oktay, N McGreivy, J Aduol, A Beatson, RP Adams
arXiv preprint arXiv:2007.10412, 2020
|Learning Composable Energy Surrogates for PDE Order Reduction|
A Beatson, JT Ash, G Roeder, T Xue, RP Adams
arXiv preprint arXiv:2005.06549, 2020
|A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation|
T Xue, A Beatson, M Chiaramonte, G Roeder, JT Ash, Y Menguc, ...
Soft matter 16 (32), 7524-7534, 2020
|Blind attacks on machine learners|
A Beatson, Z Wang, H Liu
Advances in Neural Information Processing Systems, 2016
|Amortized Finite Element Analysis for Fast PDE-Constrained Optimization|
T Xue, A Beatson, S Adriaenssens, R Adams
International Conference on Machine Learning, 10638-10647, 2020