2 papers
cs.CV2023
Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends
Ruxandra Barbulescu, Tiago Marques, Arlindo L. Oliveira
While some convolutional neural networks (CNNs) have achieved great success in object recognition, they struggle to identify objects in images corrupted with different types of com…
cs.CV2023
Connecting metrics for shape-texture knowledge in computer vision
Tiago Oliveira, Tiago Marques, Arlindo L. Oliveira
Modern artificial neural networks, including convolutional neural networks and vision transformers, have mastered several computer vision tasks, including object recognition. Howev…