Alex Gomez-Villa

Color illusions also deceive CNNs for low-level vision tasks: Analysis and implications

Alex Gomez-Villa, Adrián Martín, Javier Vázquez-Corral et al. · Vision Research · 2020 · 49 citations

Low-level Vision, Cognitive Science, Machine Vision +10

Continually Learning Self-Supervised Representations with Projected Functional Regularization

Alex Gomez-Villa, Bartłomiej Twardowski, Yu Lu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 31 citations

Incremental Learning, Engineering, Machine Learning +19

Evidence for the intrinsically nonlinear nature of receptive fields in vision

Marcelo Bertalmı́o, Alex Gomez-Villa, Adrián Martín et al. · Scientific Reports · 2020 · 24 citations · Full text

Contrast sensitivity functions in autoencoders

Qiang Li, Alex Gomez-Villa, Marcelo Bertalmı́o et al. · Journal of Vision · 2022 · 20 citations · Full text

On the synthesis of visual illusions using deep generative models

Alex Gomez-Villa, Adrián Martín, Javier Vázquez-Corral et al. · Journal of Vision · 2022 · 12 citations · Full text