2 papers
cs.LG2024
Not Only the Last-Layer Features for Spurious Correlations: All Layer Deep Feature Reweighting
Humza Wajid Hameed, Geraldin Nanfack, Eugene Belilovsky
Spurious correlations are a major source of errors for machine learning models, in particular when aiming for group-level fairness. It has been recently shown that a powerful appro…
cs.CV2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation
Geraldin Nanfack, Azeddine Elhassouny, Rachid Oulad Haj Thami
The recent researches in Deep Convolutional Neural Network have focused their attention on improving accuracy that provide significant advances. However, if they were limited to cl…