139 citations · 149 across the 5 of their papers we have counts for
5 papers
MirrorNet: Bio-Inspired Camouflaged Object Segmentation
Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen +3
Camouflaged objects are generally difficult to be detected in their natural environment even for human beings. In this paper, we propose a novel bio-inspired network, named the Mir…
Pre-processing Image using Brightening, CLAHE and RETINEX
Thi Phuoc Hanh Nguyen, Zinan Cai, Khanh Nguyen +3
This paper focuses on finding the most optimal pre-processing methods considering three common algorithms for image enhancement: Brightening, CLAHE and Retinex. For the purpose of…
On Deep Domain Adaptation: Some Theoretical Understandings
Trung Le, Khanh Nguyen, Nhat Ho +2
Compared with shallow domain adaptation, recent progress in deep domain adaptation has shown that it can achieve higher predictive performance and stronger capacity to tackle struc…
Analogical-based Bayesian Optimization
Trung Le, Khanh Nguyen, Tu Dinh Nguyen +1
Some real-world problems revolve to solve the optimization problem \max_{x\in\mathcal{X}}f\left(x\right) where f\left(.\right) is a black-box function and X might be the set of non…
Scalable Semi-supervised Learning with Graph-based Kernel Machine
Trung Le, Khanh Nguyen, Van Nguyen +2
Acquiring labels are often costly, whereas unlabeled data are usually easy to obtain in modern machine learning applications. Semi-supervised learning provides a principled machine…