7 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Switching Autoregressive Low-rank Tensor Models
Hyun Dong Lee, Andrew Warrington, Joshua I. Glaser +1
An important problem in time-series analysis is modeling systems with time-varying dynamics. Probabilistic models with joint continuous and discrete latent states offer interpretab…
cs.AI2020★ 7 cited
AUBER: Automated BERT Regularization
Hyun Dong Lee, Seongmin Lee, U Kang
How can we effectively regularize BERT? Although BERT proves its effectiveness in various downstream natural language processing tasks, it often overfits when there are only a smal…
cs.CV2019★ 3 cited
FALCON: Lightweight and Accurate Convolution
Jun-Gi Jang, Chun Quan, Hyun Dong Lee +1
How can we efficiently compress Convolutional Neural Network (CNN) while retaining their accuracy on classification tasks? Depthwise Separable Convolution (DSConv), which replaces…