On layer-level control of DNN training and its impact on generalization. - Simon Carbonnelle; Christophe De Vleeschouwer (CoRR, 2018)

Experimental study of the neuron-level mechanisms emerging from backpropagation. - Simon Carbonnelle; Christophe De Vleeschouwer (ESANN, 2019)

Intraclass clustering: an implicit learning ability that regularizes DNNs. - Simon Carbonnelle; Christophe De Vleeschouwer (ICLR, 2021)

Towards understanding deep learning with the natural clustering prior. - Simon Carbonnelle (CoRR, 2022)

Towards understanding deep learning with the natural clustering prior. - Simon Carbonnelle (2022)