no code implementations • 20 Mar 2024 • Soyeon Kim, Jihyeon Seong, Hyunkyung Han, Jaesik Choi
In this paper, we investigate the effectiveness of CapsNets in analyzing highly sensitive and noisy time series sensor data.
1 code implementation • 14 Mar 2024 • Hyunkyung Han, Jihyeon Seong, Jaesik Choi
In this paper, we explore the potential of DR-CapsNets and propose CardioCaps, a novel attention-based DR-CapsNet architecture for class-imbalanced echocardiogram classification.
no code implementations • 14 Mar 2024 • Jihyeon Seong, Jungmin Kim, Jaesik Choi
In this paper, we propose a novel temporal pooling method with diverse perspective learning: Selection over Multiple Temporal Poolings (SoM-TP).