Marques, Tiago
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2022
Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions Than Analogous Deep Neural Networks Units
Abstract: Primate Inferotemporal Cortex Neurons Generalize Better to Novel Image Distributions Than Analogous Deep Neural Networks UnitsIn:SVHRM Workshop at Neural Information Processing Systems (NeurIPS)Available At:
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2021
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs
Abstract: Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNsIn:Shared Visual Representations in Human & Machine Intelligence – NeurIPS WorkshopAvailable At:
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2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
Abstract: Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image PerturbationsIn:Neural Information Processing Systems (NeurIPS; spotlight)
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2022
Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
Abstract: Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral StreamIn:International Conference on Learning Representations 2022 SpotlightAvailable At: