Search Results for author: Rusty John Lloyd Mina

Found 3 papers, 1 papers with code

LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic

no code implementations15 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.

Optical Flow Estimation

Forget-free Continual Learning with Winning Subnetworks

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.

Continual Learning

Self-supervised Learning with Local Attention-Aware Feature

no code implementations1 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.

Self-Supervised Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.