Search Results for author: Danni Peng

Found 3 papers, 2 papers with code

Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization

no code implementations29 Sep 2022 Danni Peng, Sinno Jialin Pan

To address the distribution shifts between training and test data, domain generalization (DG) leverages multiple source domains to learn a model that generalizes well to unseen domains.

Domain Generalization

Clustered Task-Aware Meta-Learning by Learning from Learning Paths

1 code implementation29 Sep 2021 Danni Peng, Sinno Pan

To enable effective learning of new tasks with only few samples, meta-learning acquires common knowledge from the existing tasks with a globally shared meta-learner.

Clustering Few-Shot Image Classification +1

Cannot find the paper you are looking for? You can Submit a new open access paper.