Differencing based Self-supervised pretraining for Scene Change Detection. - Vijaya Raghavan T. Ramkumar; Elahe Arani; Bahram Zonooz (CoLLAs, 2022)

Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks. - Vijaya Raghavan T. Ramkumar; Elahe Arani; Bahram Zonooz (Trans. Mach. Learn. Res., 2023)

The Effectiveness of Random Forgetting for Robust Generalization. - Vijaya Raghavan T. Ramkumar; Bahram Zonooz; Elahe Arani (ICLR, 2024)

Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets. - Vijaya Raghavan T. Ramkumar; Elahe Arani; Bahram Zonooz (NeurIPS, 2024)