DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning

no code implementations • 21 Sep 2023 • Thanh Nguyen, Trung Pham, Chaoning Zhang, Tung Luu, Thang Vu, Chang D. Yoo

Self-supervised learning (SSL) has gained remarkable success, for which contrastive learning (CL) plays a key role.

Contrastive Learning Self-Supervised Learning

Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning

no code implementations • 15 Mar 2021 • Thanh Nguyen, Tung Luu, Trung Pham, Sanzhar Rakhimkul, Chang D. Yoo

Model agnostic meta-learning (MAML) is a popular state-of-the-art meta-learning algorithm that provides good weight initialization of a model given a variety of learning tasks.

Meta-Learning Meta Reinforcement Learning