136 citations · 148 across the 9 of their papers we have counts for
4 papers · 1 filter
Learning Representations for Masked Facial Recovery
Zaigham Randhawa, Shivang Patel, Donald Adjeroh +1
The pandemic of these very recent years has led to a dramatic increase in people wearing protective masks in public venues. This poses obvious challenges to the pervasive use of fa…
FUSSL: Fuzzy Uncertain Self Supervised Learning
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Self supervised learning (SSL) has become a very successful technique to harness the power of unlabeled data, with no annotation effort. A number of developed approaches are evolvi…
Deep Active Ensemble Sampling For Image Classification
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Conventional active learning (AL) frameworks aim to reduce the cost of data annotation by actively requesting the labeling for the most informative data points. However, introducin…
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning
Thinh Phan, Duc Le, Patel Brijesh +4
Electrocardiogram (ECG) signal is one of the most effective sources of information mainly employed for the diagnosis and prediction of cardiovascular diseases (CVDs) connected with…