Clustered task-aware meta-learning by learning from learning paths

D Peng, SJ Pan - IEEE transactions on pattern analysis and …, 2023 - ieeexplore.ieee.org
To enable effective learning of new tasks with only a few examples, meta-learning acquires
common knowledge from the existing tasks with a globally shared meta-learner. To further …

Learning to generalize to new tasks/domains with limited data

D Peng - 2023 - dr.ntu.edu.sg
The goal of Artificial Intelligence (AI) research is to develop a system that not only performs
tasks comparably to humans (eg, understanding language and vision) but also learns new …