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cs.CV2023
Padding Aware Neurons
Dario Garcia-Gasulla, Victor Gimenez-Abalos, Pablo Martin-Torres
Convolutional layers are a fundamental component of most image-related models. These layers often implement by default a static padding policy (\eg zero padding), to control the sc…
cs.CV2022
When & How to Transfer with Transfer Learning
Adrian Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos +1
In deep learning, transfer learning (TL) has become the de facto approach when dealing with image related tasks. Visual features learnt for one task have been shown to be reusable…