IEEE

Fine-Tuning Vision Transformer Using LoRA for Image Classification

Abstract: This research paper focuses on fine-tuning a Vision Transformer (ViT) model using Low-Rank Adaptation (LoRA) for image classification tasks. LoRA offers an efficient alternative to ...
IEEE

Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-Agnostic Explanations

Abstract: Deep convolutional neural networks (CNNs) have proven their effectiveness and are widely acknowledged as the dominant method for image classification. However, their lack of explainability ...