2 papers
cs.HC2022
Inter and Intra Signal Variance in Feature Extraction and Classification of Affective State
Zachary Dair, Samantha Dockray, Ruairi O'Reilly
Psychophysiology investigates the causal relationship of physiological changes resulting from psychological states. There are significant challenges with machine learning-based mom…
eess.IV2022
Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images
Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
Biomedical image datasets can be imbalanced due to the rarity of targeted diseases. Generative Adversarial Networks play a key role in addressing this imbalance by enabling the gen…