1 code implementation • 15 Dec 2023 • Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald Adjeroh, Ngan Le
As a result, we introduce a specialized network called the Multimodal Time and Spectrogram Restoration Network (TSRNet) designed specifically for detecting anomalies in ECG signals.
no code implementations • 1 Nov 2023 • Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald Adjeroh, Ngan Le
Temporal action detection (TAD) involves the localization and classification of action instances within untrimmed videos.
2 code implementations • 7 Sep 2023 • Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le
Image segmentation remains a pivotal component in medical image analysis, aiding in the extraction of critical information for precise diagnostic practices.
no code implementations • 19 Aug 2023 • Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald Adjeroh
In this work, we propose a principled approach to perform dynamic evolution on the data for improvement of decoding robustness.
no code implementations • 28 May 2023 • Kim Hoang Tran, Anh Duy Le Dinh, Tien Phat Nguyen, Thinh Phan, Pha Nguyen, Khoa Luu, Donald Adjeroh, Gianfranco Doretto, Ngan Hoang Le
Our contributions are benchmarked through extensive experiments conducted on the Referring GMOT dataset for GMOT task.
no code implementations • 16 Feb 2023 • Marie Dumaz, Camila Romero-Bohorquez, Donald Adjeroh, Aldo H. Romero
With an increasing number of new scientific papers being released, it becomes harder for researchers to be aware of recent articles in their field of study.
no code implementations • 28 Dec 2022 • Zaigham Randhawa, Shivang Patel, Donald Adjeroh, Gianfranco Doretto
The pandemic of these very recent years has led to a dramatic increase in people wearing protective masks in public venues.
1 code implementation • 30 Sep 2022 • Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
Electrocardiogram (ECG) signal is one of the most effective sources of information mainly employed for the diagnosis and prediction of cardiovascular diseases (CVDs) connected with the abnormalities in heart rhythm.
no code implementations • 4 Nov 2021 • Salman Mohamadi, Donald Adjeroh
Investigation of age-related genes is of great importance for multiple purposes, for instance, improving our understanding of the mechanism of ageing, increasing life expectancy, age prediction, and other healthcare applications.
12 code implementations • CVPR 2020 • Stanislav Pidhorskyi, Donald Adjeroh, Gianfranco Doretto
We designed two autoencoders: one based on a MLP encoder, and another based on a StyleGAN generator, which we call StyleALAE.
Ranked #5 on Image Generation on CelebA 256x256 (FID metric)