Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Madjid, Sultan Rizky"'
Inspired by Regularized Lottery Ticket Hypothesis (RLTH), which states that competitive smooth (non-binary) subnetworks exist within a dense network in continual learning tasks, we investigate two proposed architecture-based continual learning method
Externí odkaz:
http://arxiv.org/abs/2303.14962
Autor:
Pham, Trung X., Niu, Axi, Kang, Zhang, Madjid, Sultan Rizky, Hong, Ji Woo, Kim, Daehyeok, Tee, Joshua Tian Jin, Yoo, Chang D.
Self-supervised learning (SSL) approaches have shown promising capabilities in learning the representation from unlabeled data. Amongst them, momentum-based frameworks have attracted significant attention. Despite being a great success, these momentu
Externí odkaz:
http://arxiv.org/abs/2211.09861
Autor:
Pham, Trung Xuan, Choi, Jin Woong, Mina, Rusty John Lloyd, Nguyen, Thanh, Madjid, Sultan Rizky, Yoo, Chang Dong
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. Given the body postures of the p
Externí odkaz:
http://arxiv.org/abs/2210.08282
Inspired by Regularized Lottery Ticket Hypothesis (RLTH), which hypothesizes that there exist smooth (non-binary) subnetworks within a dense network that achieve the competitive performance of the dense network, we propose a few-shot class incrementa
Externí odkaz:
http://arxiv.org/abs/2209.07529
In recent years, tons of research has been conducted on Single Image Super-Resolution (SISR). However, to the best of our knowledge, few of these studies are mainly focused on compressed images. A problem such as complicated compression artifacts hin
Externí odkaz:
http://arxiv.org/abs/2201.06045