3 papers
cs.CV2026
Explanation-Aware Learning for Enhanced Interpretability in Biomedical Imaging
Zubair Faruqui, Rahul Dubey
Deep neural networks for medical image diagnosis often achieve high predictive accuracy while relying on spurious or clinically irrelevant visual cues, limiting their trustworthine…
cs.SD2025
Explainability of CNN Based Classification Models for Acoustic Signal
Zubair Faruqui, Mackenzie S. McIntire, Rahul Dubey +1
Explainable Artificial Intelligence (XAI) has emerged as a critical tool for interpreting the predictions of complex deep learning models. While XAI has been increasingly applied i…
cs.DC2025
A Dynamic Approach to Load Balancing in Cloud Infrastructure: Enhancing Energy Efficiency and Resource Utilization
Shadman Sakib, Ajay Katangur, Rahul Dubey
Cloud computing has grown rapidly in recent years, mainly due to the sharp increase in data transferred over the internet. This growth makes load balancing a key part of cloud syst…