Bernardino Romera-Paredes
Bernardino Romera-Paredes
Google DeepMind
Verified email at google.com
TitleCited byYear
Conditional random fields as recurrent neural networks
S Zheng, S Jayasumana, B Romera-Paredes, V Vineet, Z Su, D Du, ...
Proceedings of the IEEE international conference on computer vision, 1529-1537, 2015
12132015
An embarrassingly simple approach to zero-shot learning
B Romera-Paredes, P Torr
International Conference on Machine Learning, 2152-2161, 2015
2622015
Recurrent instance segmentation
B Romera-Paredes, PHS Torr
European Conference on Computer Vision, 312-329, 2016
1152016
Multilinear multitask learning
B Romera-Paredes, H Aung, N Bianchi-Berthouze, M Pontil
International Conference on Machine Learning, 1444-1452, 2013
1122013
Sparse coding for multitask and transfer learning
A Maurer, M Pontil, B Romera-Paredes
International Conference on Machine Learning, 343-351, 2013
1112013
Exploiting unrelated tasks in multi-task learning
B Romera-Paredes, A Argyriou, N Berthouze, M Pontil
International Conference on Artificial Intelligence and Statistics, 951-959, 2012
812012
A new convex relaxation for tensor completion
B Romera-Paredes, M Pontil
Advances in Neural Information Processing Systems, 2967-2975, 2013
752013
Emotion recognition by two view SVM_2K classifier on dynamic facial expression features
H Meng, B Romera-Paredes, N Bianchi-Berthouze
Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE …, 2011
462011
Laughter type recognition from whole body motion
HJ Griffin, MSH Aung, B Romera-Paredes, C McLoughlin, G McKeown, ...
Affective Computing and Intelligent Interaction (ACII), 2013 Humaine …, 2013
422013
The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset
M Aung, S Kaltwang, N Tyler, P Watson, A Williams, M Pantic, ...
IEEE transactions on affective computing, 1-1, 2016
392016
The benefit of multitask representation learning
A Maurer, M Pontil, B Romera-Paredes
The Journal of Machine Learning Research 17 (1), 2853-2884, 2016
382016
Clinically applicable deep learning for diagnosis and referral in retinal disease
J De Fauw, JR Ledsam, B Romera-Paredes, S Nikolov, N Tomasev, ...
Nature medicine 24 (9), 1342, 2018
312018
A one-vs-one classifier ensemble with majority voting for activity recognition
B Romera-Paredes, MSH Aung, N Bianchi-Berthouze
ESANN 2013 proceedings, 21st European Symposium on Artificial Neural …, 2013
262013
Facial expression tracking from head-mounted, partially observing cameras
B Romera-Paredes, C Zhang, Z Zhang
Multimedia and Expo (ICME), 2014 IEEE International Conference on, 1-6, 2014
252014
Transfer learning to account for idiosyncrasy in face and body expressions
B Romera-Paredes, MSH Aung, M Pontil, N Bianchi-Berthouze, ...
Automatic Face and Gesture Recognition (FG), 2013 10th IEEE International …, 2013
242013
Perception and automatic recognition of laughter from whole-body motion: Continuous and categorical perspectives
HJ Griffin, MSH Aung, B Romera-Paredes, C McLoughlin, G McKeown, ...
IEEE Transactions on Affective Computing 6 (2), 165-178, 2015
202015
An inequality with applications to structured sparsity and multitask dictionary learning
A Maurer, M Pontil, B Romera-Paredes
Conference on Learning Theory, 440-460, 2014
192014
Getting rid of pain-related behaviour to improve social and self perception: a technology-based perspective
MSH Aung, B Romera-Paredes, A Singh, S Lim, N Kanakam, ...
Image Analysis for Multimedia Interactive Services (WIAMIS), 2013 14th …, 2013
152013
Getting rid of pain-related behaviour to improve social and self perception: a technology-based perspective
MSH Aung, B Romera-Paredes, A Singh, S Lim, N Kanakam, ...
Image Analysis for Multimedia Interactive Services (WIAMIS), 2013 14th …, 2013
152013
Prototypical priors: From improving classification to zero-shot learning
S Jetley, B Romera-Paredes, S Jayasumana, P Torr
arXiv preprint arXiv:1512.01192, 2015
92015
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Articles 1–20