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Alexis Lechervy

2 accepted papers

2025

CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification

ICASSP 2025accepted

Dynamic early-exiting neural networks have been proposed for image classification to balance the trade-off between classification performance and inference cost. In this context, we propose a multi-exit neural network architecture that exploits the power of attention mechanisms, which improve perfor…

Cited by 0SourceScholar
2016

A joint learning approach for cross domain age estimation

ICASSP 2016accepted

We propose a novel joint learning method for cross domain age estimation, a domain adaptation problem. The proposed method learns a low dimensional projection along with a re-gressor, in the projection space, in a joint framework. The projection aligns the features from two different domains, i.e. s…

Cited by 0SourceScholar