Cot: Unsupervised domain adaptation with clustering and optimal transport

Y Liu, Z Zhou, B Sun - … of the IEEE/CVF conference on …, 2023 - openaccess.thecvf.com
Unsupervised domain adaptation (UDA) aims to transfer the knowledge from a labeled
source domain to an unlabeled target domain. Typically, to guarantee desirable knowledge …

Weighted domain adaptation networks for machinery fault diagnosis

D Wei, T Han, F Chu, MJ Zuo - Mechanical Systems and Signal Processing, 2021 - Elsevier
Intelligent fault diagnosis of machines has received much attention in this big data era. Most
reported models are constructed under the assumption that the training and testing data are …

Pseudo labelling workflow, margin losses, hard triplet mining, and PENViT backbone for explainable age and biological gender estimation using dental panoramic …

MSH Arian, MTA Rakib, S Ali, S Ahmed, TH Farook… - SN Applied …, 2023 - Springer
This study aimed to estimate human age and gender from panoramic radiographs using
various deep learning techniques while using explainability to have a novel hybrid …

Transformer-based Scene Graph Generation Network With Relational Attention Module

T Yamamoto, Y Obinata… - 2022 26th International …, 2022 - ieeexplore.ieee.org
Scene graph generation is a fundamental task for visual understanding, and the generated
scene graphs are leveraged in various downstream tasks. Most existing methods rely only …

Unsupervised domain adaptation by optimal transportation of clusters between domains

Y Liu, Z Zhou, L Shang, B Sun, H Li, R Jin - 2021 - openreview.net
Unsupervised domain adaptation (UDA) aims to transfer the knowledge from a labeled
source domain to an unlabeled target domain. Typically, to guarantee desirable knowledge …

Fault Diagnosis of Wind Turbine Gearboxes Based on Transfer Learning

D Wei - 2024 - era.library.ualberta.ca
Operated under changing wind speed and harsh environment conditions, the rotating parts
in wind turbine gearboxes, such as gears and bearings, will deteriorate and become faulty …

Vehicular traffic analysis based on Bluetooth sensors traces

S Boudabous - 2021 - theses.hal.science
The pervasiveness of personal radio devices and the high penetration rate of these
technologies in vehicles have, in recent years, made a strong case for the development of …