105 citations · 148 across the 15 of their papers we have counts for
3 papers · 1 filter
Meta-Consolidation for Continual Learning
K J Joseph, Vineeth N Balasubramanian
The ability to continuously learn and adapt itself to new tasks, without losing grasp of already acquired knowledge is a hallmark of biological learning systems, which current deep…
Zero Shot Domain Generalization
Udit Maniyar, Joseph K J, Aniket Anand Deshmukh +2
Standard supervised learning setting assumes that training data and test data come from the same distribution (domain). Domain generalization (DG) methods try to learn a model that…
Incremental Object Detection via Meta-Learning
K J Joseph, Jathushan Rajasegaran, Salman Khan +2
In a real-world setting, object instances from new classes can be continuously encountered by object detectors. When existing object detectors are applied to such scenarios, their…