Alice Lebois

DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search

Automatic search of neural network architectures is a standing research topic. In addition to the fact that it presents a faster alternative to hand-designed architectures, it can improve their...

Geometry-constrained coronary arteries motion estimation from 2D angiograms - Application to injection side recognition

Automatic clustering of short association white matter fibers from HARDI tractography datasets

Study of the variability of short association bundles on a HARDI database

Automatic segmentation of short association bundles using a new multi-subject atlas of the left hemisphere fronto-parietal brain connections

Short association bundle atlas based on inter-subject clustering from HARDI data

Extracting Effective Subnetworks with Gumbel-Softmax

Extracting Effective Subnetworks with Gumbel-Softmax

Large and performant neural networks are often overparameterized and can be drastically reduced in size and complexity thanks to pruning. Pruning is a group of methods, which seeks to remove...