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2018

Low-Precision Floating-Point Schemes for Neural Network Training

M. Ortiz, A. Cristal, E. Ayguadé, and M. Casas
Main memory latency simulation

Proceedings of the International Symposium on Memory Systems - MEMSYS '18

R. SanchezVerdejo, K. Asifuzzaman, M. Radulovic, P. Radojkovic, E. Ayguadé, and B. Jacob
Data Augmentation for Deep Learning of Non-mydriatic Screening Retinal Fundus Images

Communications in Computer and Information ScienceSupercomputing

U. E. Moya-Sánchez, A. Sánchez, M. Zapata, J. Moreno, D.. Garcia-Gasulla, F. Parrés, E. Ayguadé, J. Labarta, and U. Cortés
Data Augmentation for Deep Learning of Non-mydriatic Screening Retinal Fundus Images

Communications in Computer and Information Science Supercomputing

U. E. Moya-Sánchez, A. Sánchez, M. Zapata, J. Moreno, D.. Garcia-Gasulla, F. Parrés, E. Ayguadé, J. Labarta, and U. Cortés
A Visual Distance for WordNet

21st International Conference of the Catalan Association for Artificial Intelligence, CCIA 2018

R. Pérez-Arnal, A. Vilalta, D. Garcia-Gasulla, U. Cortés, E. Ayguadé, and J. Labarta
An Out-of-the-box Full-Network Embedding for Convolutional Neural Networks

2018 IEEE International Conference on Big Knowledge (ICBK)

D. Garcia-Gasulla, A. Vilalta, F. Parés, E. Ayguadé, J. Labarta, U. Cortés, and T. Suzumura
Studying the impact of the Full-Network embedding on multimodal pipelines

Semantic Web

A. Vilalta, D. Garcia-Gasulla, F. Parés, E. Ayguadé, J. Labarta, U. E. Moya-Sánchez, and U. Cortés
Mainstream vs. Emerging HPC: Metrics, Trade-offs and Lessons Learned

30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2018)

M. Radulovic, K. Asifuzzaman, D. Zivanovic, N. Rajovic, G. Colin de Verdière, D. Pleiter, M. Marazakis, N. Kallimanis, P. Carpenter, P. Radojkovic, and E. Ayguadé
Runtime-Guided Management of Stacked DRAM Memories in Task Parallel Programs

Proceedings of the 2018 International Conference on Supercomputing - ICS '18

L. Alvarez, M. Casas, J. Labarta, E. Ayguadé, M. Valero, and M. Moreto
Reducing Data Movement on Large Shared Memory Systems by Exploiting Computation Dependencies

Proceedings of the 2018 International Conference on Supercomputing - ICS '18

I. Sánchez-Barrera, M. Moreto, E. Ayguadé, J. Labarta, M. Valero, and M. Casas

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