Bernardino Romera-Paredes
Bernardino Romera-Paredes
Google DeepMind
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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
An embarrassingly simple approach to zero-shot learning
B Romera-Paredes, P Torr
International Conference on Machine Learning, 2152-2161, 2015
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
Recurrent instance segmentation
B Romera-Paredes, PHS Torr
European conference on computer vision, 312-329, 2016
Sparse coding for multitask and transfer learning
A Maurer, M Pontil, B Romera-Paredes
International conference on machine learning, 343-351, 2013
Multilinear multitask learning
B Romera-Paredes, H Aung, N Bianchi-Berthouze, M Pontil
International Conference on Machine Learning, 1444-1452, 2013
A new convex relaxation for tensor completion
B Romera-Paredes, M Pontil
Advances in Neural Information Processing Systems, 2967-2975, 2013
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
The automatic detection of chronic pain-related expression: requirements, challenges and the multimodal EmoPain dataset
MSH Aung, S Kaltwang, B Romera-Paredes, B Martinez, A Singh, M Cella, ...
IEEE transactions on affective computing 7 (4), 435-451, 2015
The benefit of multitask representation learning
A Maurer, M Pontil, B Romera-Paredes
The Journal of Machine Learning Research 17 (1), 2853-2884, 2016
Facial expression tracking from head-mounted, partially observing cameras
B Romera-Paredes, C Zhang, Z Zhang
2014 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2014
Laughter type recognition from whole body motion
HJ Griffin, MSH Aung, B Romera-Paredes, C McLoughlin, G McKeown, ...
2013 Humaine Association Conference on Affective Computing and Intelligent …, 2013
Emotion recognition by two view SVM_2K classifier on dynamic facial expression features
H Meng, B Romera-Paredes, N Bianchi-Berthouze
Face and Gesture 2011, 854-859, 2011
A probabilistic u-net for segmentation of ambiguous images
S Kohl, B Romera-Paredes, C Meyer, J De Fauw, JR Ledsam, ...
Advances in Neural Information Processing Systems, 6965-6975, 2018
A One-Vs-One Classifier Ensemble With Majority Voting for Activity Recognition.
B Romera-Paredes, MSH Aung, N Bianchi-Berthouze
ESANN, 2013
Conditional random fields meet deep neural networks for semantic segmentation: Combining probabilistic graphical models with deep learning for structured prediction
A Arnab, S Zheng, S Jayasumana, B Romera-Paredes, M Larsson, ...
IEEE Signal Processing Magazine 35 (1), 37-52, 2018
Transfer learning to account for idiosyncrasy in face and body expressions
B Romera-Paredes, MSH Aung, M Pontil, N Bianchi-Berthouze, ...
2013 10th IEEE International Conference and Workshops on Automatic Face and …, 2013
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
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy
S Nikolov, S Blackwell, R Mendes, J De Fauw, C Meyer, C Hughes, ...
arXiv preprint arXiv:1809.04430, 2018
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
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