Changbin Li

A Nested Bi-level Optimization Framework for Robust Few Shot Learning

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

Model-Agnostic Meta-Learning (MAML), a popular gradient-based meta-learning framework, assumes that the contribution of each task or instance to the meta-learner is equal.Hence, it fails to address the domain shift between base and novel classes in …