no code implementations • 2 Mar 2024 • Soumya Ganguly, Khoa Tran, Rahul Sarkar
For any subgroup $G$ of the symmetric group $\mathcal{S}_n$ on $n$ symbols, we present results for the uniform $\mathcal{C}^k$ approximation of $G$-invariant functions by $G$-invariant polynomials.
no code implementations • 17 Oct 2023 • Khoa Tran, Lam Pham, Hai-Canh Vu
To this end, we first propose and evaluate various machine learning based systems for the MBFD task.
no code implementations • 12 Sep 2023 • Khoa Tran, Hai-Canh Vu, Lam Pham, Nassim Boudaoud
In this paper, a Robust Multi-branch Deep learning-based system for remaining useful life (RUL) prediction and condition operations (CO) identification of rotating machines is proposed.
no code implementations • 16 Oct 2022 • Lam Pham, Dusan Salovic, Anahid Jalali, Alexander Schindler, Khoa Tran, Canh Vu, Phu X. Nguyen
In this paper, we present a comprehensive analysis of Acoustic Scene Classification (ASC), the task of identifying the scene of an audio recording from its acoustic signature.
no code implementations • 20 Jun 2022 • Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler
The task of remote sensing image scene classification (RSISC), which aims at classifying remote sensing images into groups of semantic categories based on their contents, has taken the important role in a wide range of applications such as urban planning, natural hazards detection, environment monitoring, vegetation mapping, or geospatial object detection.
no code implementations • 26 Dec 2020 • Dat Ngo, Lam Pham, Anh Nguyen, Ben Phan, Khoa Tran, Truong Nguyen
This paper proposes a robust deep learning framework used for classifying anomaly of respiratory cycles.