Search Results for author: Ngan T. H. Le

Found 2 papers, 1 papers with code

3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

1 code implementation19 May 2022 Minh Tran, Viet-Khoa Vo-Ho, Ngan T. H. Le

Capsule network is a recent new architecture that has achieved better robustness in part-whole representation learning by replacing pooling layers with dynamic routing and convolutional strides, which has shown potential results on popular tasks such as digit classification and object segmentation.

Hippocampus Image Segmentation +4

Self-Supervised Learning via multi-Transformation Classification for Action Recognition

no code implementations20 Feb 2021 Duc Quang Vu, Ngan T. H. Le, Jia-Ching Wang

We use the learned models in pretext tasks as the pre-trained models and fine-tune them to recognize human actions in the downstream task.

Classification General Classification +3

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