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OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation


Jul 25, 2022
Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn


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ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation


Jul 05, 2022
Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan


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MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation


Jul 05, 2022
Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan

* Accepted by IEEE International Conference on Image Processing (ICIP 2022) 

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Self-supervised Assisted Active Learning for Skin Lesion Segmentation


May 14, 2022
Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan

* Accepted by the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2022) 

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Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3


Mar 30, 2022
Su Zhang, Ruyi An, Yi Ding, Cuntai Guan

* 5 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:2107.01175 

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MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels


Mar 23, 2022
Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan

* Medical Image Computing and Computer Assisted Intervention, MICCAI 2021. Lecture Notes in Computer Science, vol 12901. Springer, Cham 
* Accept by MICCAI 2021, code at: https://github.com/jacobzhaoziyuan/MT-UDA 

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Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification


Feb 05, 2022
Ce Ju, Cuntai Guan

* 15 pages, 10 figures, 12 tables; This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Deep Optimal Transport on SPD Manifolds for Domain Adaptation


Jan 15, 2022
Ce Ju, Cuntai Guan

* 10 pages; 7 figures 

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Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification


Jul 09, 2021
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

* Under review 

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Audio-visual Attentive Fusion for Continuous Emotion Recognition


Jul 09, 2021
Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan

* 6 pages 

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