Moving Towards Open Set Incremental Learning: Readily Discovering New Authors. - Justin Leo; Jugal Kalita (CoRR, 2019)

Incremental Deep Neural Network Learning Using Classification Confidence Thresholding. - Justin Leo; Jugal Kalita (IEEE Trans. Neural Networks Learn. Syst., 2022)

Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting. - Gabriel Mantione-Holmes; Justin Leo; Jugal Kalita (ICSC, 2023)

Survey of continuous deep learning methods and techniques used for incremental learning. - Justin Leo; Jugal Kalita (Neurocomputing, 2024)

Generative Network Correction to Promote Incremental Learning. - Justin Leo; Jugal Kalita (IEEE Trans. Emerg. Top. Comput. Intell., 2025)