49 citations · 68 across the 9 of their papers we have counts for
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cs.CV2022★ 4 cited
Fair SA: Sensitivity Analysis for Fairness in Face Recognition
Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar +2
As the use of deep learning in high impact domains becomes ubiquitous, it is increasingly important to assess the resilience of models. One such high impact domain is that of face…
cs.CV2018
Filter Distillation for Network Compression
Xavier Suau, Luca Zappella, Nicholas Apostoloff
In this paper we introduce Principal Filter Analysis (PFA), an easy to use and effective method for neural network compression. PFA exploits the correlation between filter response…