Continual Learning Long Short Term Memory

no code implementations • Findings of the Association for Computational Linguistics 2020 • Xin Guo, Yu Tian, Qinghan Xue, Panos Lampropoulos, Steven Eliuk, Kenneth Barner, Xiaolong Wang

Catastrophic forgetting in neural networks indicates the performance decreasing of deep learning models on previous tasks while learning new tasks.

Continual Learning Spoken Language Understanding

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data

no code implementations • 20 Sep 2018 • Qinghan Xue, Xiaoran Wang, Samuel Meehan, Jilong Kuang, Alex Gao, Mooi Choo Chuah

Obesity is a serious public health concern world-wide, which increases the risk of many diseases, including hypertension, stroke, and type 2 diabetes.

BIG-bench Machine Learning