Marques, Tiago

8 publications

NeurIPS 2025 Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness Lucas Piper, Arlindo L. Oliveira, Tiago Marques

NeurIPSW 2022 Implementing Divisive Normalization in CNNs Improves Robustness to Common Image Corruptions Andrew Cirincione, Reginald Verrier, Artiom Bic, Stephanie Olaiya, James J. DiCarlo, Lawrence Udeigwe, Tiago Marques

NeurIPSW 2022 Measuring the Alignment of ANNs and Primate V1 on Luminance and Contrast Response Characteristics Stephanie Olaiya, Tiago Marques, James J. DiCarlo

NeurIPSW 2022 Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions than Analogous Deep Neural Networks Units Ayu Marliawaty I Gusti Bagus, Tiago Marques, Sachi Sanghavi, James J. DiCarlo, Martin Schrimpf

ICLR 2022 Wiring up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream Franziska Geiger, Martin Schrimpf, Tiago Marques, James J. DiCarlo

NeurIPSW 2021 Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs Avinash Baidya, Joel Dapello, James J. DiCarlo, Tiago Marques

NeurIPS 2021 Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David Cox, Josh McDermott, James J DiCarlo, Sueyeon Chung

NeurIPS 2020 Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations Joel Dapello, Tiago Marques, Martin Schrimpf, Franziska Geiger, David Cox, James J DiCarlo