Search Results for author: Minh Hieu Phan

Found 5 papers, 4 papers with code

Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation

1 code implementation30 Jul 2023 Minh Hieu Phan, Zhibin Liao, Johan W. Verjans, Minh-Son To

Extensive experiments demonstrate that MaskGAN outperforms state-of-the-art synthesis methods on a challenging pediatric dataset, where MR and CT scans are heavily misaligned due to rapid growth in children.

Anatomy Image Generation +1

BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation

1 code implementation13 Jun 2023 Liyang Liu, Zihan Wang, Minh Hieu Phan, BoWen Zhang, Jinchao Ge, Yifan Liu

Current knowledge distillation approaches in semantic segmentation tend to adopt a holistic approach that treats all spatial locations equally.

Knowledge Distillation Segmentation +1

SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers

1 code implementation9 Jun 2023 BoWen Zhang, Liyang Liu, Minh Hieu Phan, Zhi Tian, Chunhua Shen, Yifan Liu

This paper investigates the capability of plain Vision Transformers (ViTs) for semantic segmentation using the encoder-decoder framework and introduces \textbf{SegViTv2}.

Continual Learning Continual Semantic Segmentation +2

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