Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks

1 code implementation • 18 Mar 2023 • Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz

Deep neural networks (DNNs) are often trained on the premise that the complete training data set is provided ahead of time.

Differencing based Self-supervised pretraining for Scene Change Detection

1 code implementation • 11 Aug 2022 • Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz

SCD is challenging due to noisy changes in illumination, seasonal variations, and perspective differences across a pair of views.

Change Detection Scene Change Detection +1