93 citations · 93 across the 1 of their papers we have counts for
3 papers
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization
A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin +2
Advanced data augmentation strategies have widely been studied to improve the generalization ability of deep learning models. Regional dropout is one of the popular solutions that…
Center Emphasized Visual Saliency and a Contrast-based Full Reference Image Quality Index
Md Abu Layek, Sanjida Afroz, TaeChoong Chung +1
Objective image quality assessment (IQA) is imperative in the current multimedia-intensive world, in order to assess the visual quality of an image at close to a human level of abi…
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes
Le Pham Tuyen, Ngo Anh Vien, Abu Layek +1
In recent years, reinforcement learning has achieved many remarkable successes due to the growing adoption of deep learning techniques and the rapid growth in computing power. Neve…