40 citations · 63 across the 4 of their papers we have counts for
4 papers
Inverse Image Frequency for Long-tailed Image Recognition
Konstantinos Panagiotis Alexandridis, Shan Luo, Anh Nguyen +2
The long-tailed distribution is a common phenomenon in the real world. Extracted large scale image datasets inevitably demonstrate the long-tailed property and models trained with…
Long-tailed Instance Segmentation using Gumbel Optimized Loss
Konstantinos Panagiotis Alexandridis, Jiankang Deng, Anh Nguyen +1
Major advancements have been made in the field of object detection and segmentation recently. However, when it comes to rare categories, the state-of-the-art methods fail to detect…
Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification
Manolis Pitsikalis, Thanh-Toan Do, Alexei Lisitsa +1
The shipping industry is an important component of the global trade and economy, however in order to ensure law compliance and safety it needs to be monitored. In this paper, we pr…
Knock-Knock: Acoustic Object Recognition by using Stacked Denoising Autoencoders
Shan Luo, Leqi Zhu, Kaspar Althoefer +1
This paper presents a successful application of deep learning for object recognition based on acoustic data. The shortcomings of previously employed approaches where handcrafted fe…