Zobrazeno 1 - 10
of 158
pro vyhledávání: '"Test time augmentation"'
Autor:
Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani, M. Murugappan
Publikováno v:
Human-Centric Intelligent Systems, Vol 4, Iss 2, Pp 299-315 (2024)
Abstract The early detection of colorectal polyps is crucial for the reduction of mortality rates. However, manually identifying polyps is time-consuming and expensive, increasing the risk of missing them. Our paper aims to address this issue by pres
Externí odkaz:
https://doaj.org/article/54d78b4f5b244acd8d0caca64ffde329
Publikováno v:
Journal of Cheminformatics, Vol 16, Iss 1, Pp 1-20 (2024)
Abstract Stakeholders of machine learning models desire explainable artificial intelligence (XAI) to produce human-understandable and consistent interpretations. In computational toxicity, augmentation of text-based molecular representations has been
Externí odkaz:
https://doaj.org/article/43fa43e4986f442aac4b60eb86525143
Autor:
Muhammad Sajjad Hussain, Umer Asgher, Sajid Nisar, Vladimir Socha, Arslan Shaukat, Jinhui Wang, Tian Feng, Rehan Zafar Paracha, Muhammad Ali Khan
Publikováno v:
Frontiers in Robotics and AI, Vol 11 (2024)
Colonoscopy is a reliable diagnostic method to detect colorectal polyps early on and prevent colorectal cancer. The current examination techniques face a significant challenge of high missed rates, resulting in numerous undetected polyps and irregula
Externí odkaz:
https://doaj.org/article/9a92a98f9e424544b39e9397a2135cb8
Publikováno v:
IEEE Access, Vol 12, Pp 167834-167844 (2024)
Domain generalization (DG) is a challenging transfer learning task focused on learning invariant knowledge from limited source domains, thereby enhancing generalization to the out-of-distribution data in unseen domains. Recent advancements in vision-
Externí odkaz:
https://doaj.org/article/de6d443c6b944267b2e9c13305c2ddc3
Publikováno v:
IEEE Access, Vol 12, Pp 149593-149605 (2024)
Distribution shifts, which often occur in the real world, degrade the accuracy of deep learning systems, and thus improving robustness to distribution shifts is essential for practical applications. To improve robustness, we study an image enhancemen
Externí odkaz:
https://doaj.org/article/74f3c596fc2e47bdbf508c6047dddba7
Publikováno v:
IEEE Access, Vol 12, Pp 6926-6940 (2024)
Ensemble-based collaborative inference systems, Edge Ensembles, are deep learning edge inference systems that enhance accuracy by aggregating predictions from models deployed on each device. They offer several advantages, including scalability based
Externí odkaz:
https://doaj.org/article/25f3b7022f904ef1b16610bfb7796aa4
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 3530-3542 (2024)
Underwater acoustic signal classification is a critical task that involves identifying different types of signals in a complex and dynamic underwater environment, which is often contaminated by strong ambient noise. Recent studies have demonstrated t
Externí odkaz:
https://doaj.org/article/638864b7334749b99858dae0cbe1813f
Publikováno v:
Applied Sciences, Vol 14, Iss 18, p 8200 (2024)
Various factors such as natural disasters, vandalism, weather, and environmental conditions can affect the physical state of traffic signs. The proposed model aims to improve detection of traffic signs affected by partial occlusion as a result of ove
Externí odkaz:
https://doaj.org/article/a5df6179e7984fe295921cde53ca8d07
Publikováno v:
PeerJ Computer Science, Vol 9, p e1757 (2023)
Test-time augmentation (TTA) is a well-established technique that involves aggregating transformed examples of test inputs during the inference stage. The goal is to enhance model performance and reduce the uncertainty of predictions. Despite its adv
Externí odkaz:
https://doaj.org/article/54beaff6bb564e4d9a9bd46d2260b00e
Publikováno v:
IEEE Access, Vol 11, Pp 57783-57795 (2023)
Solar energy, in the form of photovoltaic (PV) panels, is important for achieving clean energy solutions. The photovoltaic health index must be monitored and improved because of the high demand for green energy. Unfortunately, defective solar cells a
Externí odkaz:
https://doaj.org/article/2c12768f91b840d49f66ee26ec26bd4f