el moudden, tarik; Nai, Soukaina; Elbaghazaoui, Bahaa Eddine - In: Generative AI Applications and Intelligent Systems: …, (pp. 185-210). 2025
Weight initialization is a critical factor in training convolutional neural networks (CNNs), particularly in remote sensing (RS) applications where data is often high-dimensional, imbalanced, and noisy. This review explores traditional methods such as Random, Xavier, and He initialization, as...