2 papers
cs.LG2024
Quantized and Interpretable Learning Scheme for Deep Neural Networks in Classification Task
Alireza Maleki, Mahsa Lavaei, Mohsen Bagheritabar +2
Deep learning techniques have proven highly effective in image classification, but their deployment in resourceconstrained environments remains challenging due to high computationa…
cs.CV2024
Saliency Assisted Quantization for Neural Networks
Elmira Mousa Rezabeyk, Salar Beigzad, Yasin Hamzavi +2
Deep learning methods have established a significant place in image classification. While prior research has focused on enhancing final outcomes, the opaque nature of the decision-…