no code implementations • 15 Oct 2022 • Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Nguyen, Sultan Rizky Madjid, Chang Dong Yoo
Herein, we introduce "Look and Diagnose" (LAD), a hybrid deep learning-based system that aims to support doctors in the medical field in diagnosing effectively the Benign Paroxysmal Positional Vertigo (BPPV) disorder.
1 code implementation • International Conference on Machine Learning 2022 • Haeyong Kang, Rusty John Lloyd Mina, Sultan Rizky Hikmawan Madjid, Jaehong Yoon, Mark Hasegawa-Johnson, Sung Ju Hwang, Chang D. Yoo
Inspired by Lottery Ticket Hypothesis that competitive subnetworks exist within a dense network, we propose a continual learning method referred to as Winning SubNetworks (WSN), which sequentially learns and selects an optimal subnetwork for each task.
no code implementations • 1 Aug 2021 • Trung X. Pham, Rusty John Lloyd Mina, Dias Issa, Chang D. Yoo
In this work, we propose a novel methodology for self-supervised learning for generating global and local attention-aware visual features.