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cs.CV2024
Floralens: a Deep Learning Model for the Portuguese Native Flora
António Filgueiras, Eduardo R. B. Marques, Luís M. B. Lopes +2
Machine-learning techniques, especially deep convolutional neural networks, are pivotal for image-based identification of biological species in many Citizen Science platforms. In t…
cs.LG2024
What to Do When Your Discrete Optimization Is the Size of a Neural Network?
Hugo Silva, Martha White
Oftentimes, machine learning applications using neural networks involve solving discrete optimization problems, such as in pruning, parameter-isolation-based continual learning and…