2 papers
cs.LG2022
Establishment of Neural Networks Robust to Label Noise
Pengwei Yang, Chongyangzi Teng, Jack George Mangos
Label noise is a significant obstacle in deep learning model training. It can have a considerable impact on the performance of image classification models, particularly deep neural…
cs.CV2022
Contaminated Images Recovery by Implementing Non-negative Matrix Factorisation
Pengwei Yang, Chongyangzi Teng, Jack George Mangos
Non-negative matrix factorisation (NMF) has been extensively applied to the problem of corrupted image data. Standard NMF approach minimises Euclidean distance between data matrix…