1 code implementation • 30 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.
1 code implementation • 13 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.
1 code implementation • 9 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}.
Ranked #16 on Semantic Segmentation on ADE20K
no code implementations • CVPR 2022 • Minh Hieu Phan, The-Anh Ta, Son Lam Phung, Long Tran-Thanh, Abdesselam Bouzerdoum
Our CSW-KD method distills the knowledge of a previous model on old classes that are similar to the new one.
1 code implementation • ACL 2020 • Minh Hieu Phan, Philip O. Ogunbona
This increases the accuracy of the aspect sentiment classifier.