From the 1 of 3 linked papers with an AI index.
3 papers
Multimodal Skin Lesion Classification with Swin Transformer and Clinical Metadata Fusion
Nethmi Pathirana, Isuru Munasinghe, Dileeka Alwis
Skin lesion classification plays an important role in supporting the early diagnosis of skin cancer. However, automated analysis remains challenging due to class imbalance, inter-c…
Does Explainability Transfer? A Controlled Benchmark of Attribution Methods on Vision Transformers and CNNs
Sathiyamohan Nishankar, Nethmi Pathirana, Pubudu Sanjeewani +2
Most evidence on the effectiveness of explainable artificial intelligence (XAI) attribution methods has been established on convolutional neural networks (CNNs), with limited inves…
Machine Learning Challenges in Intelligent Unmanned Aerial Vehicle Operations in Developing Economie
Isuru Munasinghe, Nethmi Pathirana, Charitha Dombawala +2
The paper surveys machine learning challenges for intelligent UAV operations in developing economies, focusing on resource limits, heterogeneous sensors, dynamic missions, safety,…