Chunjong Park

Augmenting Conversational Agents with Ambient Acoustic Contexts

2020

Conversational agents are rich in content today. However, they are entirely oblivious to users’ situational context, limiting their ability to adapt their response and interaction style. To this end, we explore the design space for …

A Bag of Tricks for Few-Shot Class-Incremental Learning

2024 · arXiv (Cornell University)

We present a bag of tricks framework for few-shot class-incremental learning (FSCIL), which is a challenging form of continual learning that involves continuous adaptation to new tasks with limited samples. FSCIL requires both stability and …