40 citations · 131 across the 18 of their papers we have counts for
4 papers · 1 filter
Random Forest as a Tumour Genetic Marker Extractor
Raquel Pérez-Arnal, Dario Garcia-Gasulla, David Torrents +4
Finding tumour genetic markers is essential to biomedicine due to their relevance for cancer detection and therapy development. In this paper, we explore a recently released datase…
Feature discriminativity estimation in CNNs for transfer learning
Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla +2
The purpose of feature extraction on convolutional neural networks is to reuse deep representations learnt for a pre-trained model to solve a new, potentially unrelated problem. Ho…
MetH: A family of high-resolution and variable-shape image challenges
Ferran Parés, Dario Garcia-Gasulla, Harald Servat +2
High-resolution and variable-shape images have not yet been properly addressed by the AI community. The approach of down-sampling data often used with convolutional neural networks…
Integrating Blocking and Non-Blocking MPI Primitives with Task-Based Programming Models
Kevin Sala, Xavier Teruel, Josep M. Perez +3
In this paper we present the Task-Aware MPI library (TAMPI) that integrates both blocking and non-blocking MPI primitives with task-based programming models. The TAMPI library leve…