Search Results for author: Hoang C. Nguyen

Found 4 papers, 1 papers with code

Inspecting Explainability of Transformer Models with Additional Statistical Information

no code implementations19 Nov 2023 Hoang C. Nguyen, Haeil Lee, Junmo Kim

Transformer becomes more popular in the vision domain in recent years so there is a need for finding an effective way to interpret the Transformer model by visualizing it.

TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection

no code implementations9 Nov 2023 Hoang C. Nguyen, Chi Phan, Hieu H. Pham

Screening mammography is the most widely used method for early breast cancer detection, significantly reducing mortality rates.

Breast Cancer Detection object-detection +1

IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications

no code implementations2 Sep 2022 Hyungjun Yoon, Hyeongheon Cha, Hoang C. Nguyen, Taesik Gong, Sung-Ju Lee

Our evaluation with four different IMU sensing tasks shows that IMG2IMU outperforms the baselines pre-trained on sensor data by an average of 9. 6%p F1-score, illustrating that vision knowledge can be usefully incorporated into IMU sensing applications where only limited training data is available.

Contrastive Learning Few-Shot Learning +1

VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays

1 code implementation3 Jul 2021 Hoang C. Nguyen, Tung T. Le, Hieu H. Pham, Ha Q. Nguyen

We introduce a new benchmark dataset, namely VinDr-RibCXR, for automatic segmentation and labeling of individual ribs from chest X-ray (CXR) scans.

Segmentation

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