עקוב אחר
Amos Storkey
Amos Storkey
Professor of Machine Learning and AI, School of Informatics, University of Edinburgh, UK
כתובת אימייל מאומתת בדומיין ed.ac.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Meta-learning in neural networks: A survey‏
T Hospedales, A Antoniou, P Micaelli, A Storkey‏
IEEE transactions on pattern analysis and machine intelligence 44 (9), 5149-5169, 2021‏
23652021
Exploration by random network distillation‏
Y Burda, H Edwards, A Storkey, O Klimov‏
arXiv preprint arXiv:1810.12894, 2018‏
15162018
Data Augmentation Generative Adversarial Networks‏
A Antoniou‏
arXiv preprint arXiv:1711.04340, 2017‏
14132017
How to train your MAML‏
A Antoniou, H Edwards, A Storkey‏
International conference on learning representations, 2018‏
9492018
Large-scale study of curiosity-driven learning‏
Y Burda, H Edwards, D Pathak, A Storkey, T Darrell, AA Efros‏
arXiv preprint arXiv:1808.04355, 2018‏
8952018
Censoring Representations with an Adversary‏
H Edwards, A Storkey‏
Proceedings of ICLR and arXiv preprint arXiv:1511.05897, 2015‏
6262015
Towards a neural statistician‏
H Edwards, A Storkey‏
arXiv preprint arXiv:1606.02185, 2016‏
5362016
Three factors influencing minima in sgd‏
S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey‏
arXiv preprint arXiv:1711.04623, 2017‏
5172017
Neural architecture search without training‏
J Mellor, J Turner, A Storkey, EJ Crowley‏
International conference on machine learning, 7588-7598, 2021‏
4712021
When training and test sets are different: characterizing learning transfer‏
A Storkey‏
4682008
Cinic-10 is not imagenet or cifar-10‏
LN Darlow, EJ Crowley, A Antoniou, AJ Storkey‏
arXiv preprint arXiv:1810.03505, 2018‏
4632018
The 2005 pascal visual object classes challenge‏
M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ...‏
Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual …, 2006‏
3752006
Probabilistic inference for solving discrete and continuous state Markov Decision Processes‏
M Toussaint, A Storkey‏
Proceedings of the 23rd international conference on Machine learning, 945-952, 2006‏
3042006
Zero-shot knowledge transfer via adversarial belief matching‏
P Micaelli, AJ Storkey‏
Advances in Neural Information Processing Systems 32, 2019‏
2542019
Training deep convolutional neural networks to play go‏
C Clark, A Storkey‏
arXiv:1412.3409, 2014, and Proceedings of the 32nd International Conference …, 2014‏
1922014
Bayesian meta-learning for the few-shot setting via deep kernels‏
M Patacchiola, J Turner, EJ Crowley, M O'Boyle, AJ Storkey‏
Advances in Neural Information Processing Systems 33, 16108-16118, 2020‏
172*2020
Test–retest reliability of structural brain networks from diffusion MRI‏
CR Buchanan, CR Pernet, KJ Gorgolewski, AJ Storkey, ME Bastin‏
Neuroimage 86, 231-243, 2014‏
1642014
Moonshine: Distilling with cheap convolutions‏
EJ Crowley, G Gray, AJ Storkey‏
Advances in Neural Information Processing Systems 31, 2018‏
1472018
Mixture regression for covariate shift‏
AJ Storkey, M Sugiyama‏
Advances in Neural Information Processing Systems, 1337-1344, 2006‏
142*2006
On the relation between the sharpest directions of DNN loss and the SGD step length‏
S Jastrzębski, Z Kenton, N Ballas, A Fischer, Y Bengio, A Storkey‏
arXiv preprint arXiv:1807.05031, 2018‏
1352018
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מאמרים 1–20