no code implementations • 9 Apr 2024 • Ching-Kai Lin, Di-Chun Wei, Yun-Chien Cheng
Batch Spectral Regularization (BSR) will be incorporated as a loss update parameter, and the Finetune method of PMF will be modified.
no code implementations • 2 Apr 2024 • Jyun-An Lin, Yun-Chien Cheng, Ching-Kai Lin
This study introduces a three-dimensional image-based object detection model.
no code implementations • 4 May 2023 • Ching-Kai Lin, Chin-Wen Chen, Yun-Chien Cheng
This study designs an automatic diagnosis system based on a 3D neural network, uses the SlowFast architecture as the backbone to fuse temporal and spatial features, and uses the SwAV method of contrastive learning to enhance the noise robustness of the model.
no code implementations • 29 Jul 2021 • Ching-Kai Lin, Shao-Hua Wu, Jerry Chang, Yun-Chien Cheng
To process the EBUS data in the form of a video and appropriately integrate the features of multiple imaging modes, we used a time-series three-dimensional convolutional neural network (3D CNN) to learn the spatiotemporal features and design a variety of architectures to fuse each imaging mode.