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Domain Generalization via Selective Consistency Regularization for Time Series Classification


Jun 16, 2022
Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo

* Accepted to ICPR 2022 

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Few-Shot Adaptation of Pre-Trained Networks for Domain Shift


May 30, 2022
Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo

* Accepted to IJCAI 2022 

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SemiCurv: Semi-Supervised Curvilinear Structure Segmentation


May 19, 2022
Xun Xu, Manh Cuong Nguyen, Yasin Yazici, Kangkang Lu, Hlaing Min, Chuan-Sheng Foo

* IEEE Transactions on Image Processing 

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ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data


Mar 15, 2022
Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

* Under Review. The main paper is 16 pages, and the supplementary is 9 pages 

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On Automatic Data Augmentation for 3D Point Cloud Classification


Dec 18, 2021
Wanyue Zhang, Xun Xu, Fayao Liu, Le Zhang, Chuan-Sheng Foo

* BMVC 2021 

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On Representation Knowledge Distillation for Graph Neural Networks


Nov 09, 2021
Chaitanya K. Joshi, Fayao Liu, Xu Xun, Jie Lin, Chuan-Sheng Foo


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An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series


Sep 23, 2021
Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo

* IEEE Transactions on Neural Networks and Learning Systems 

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Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds


Aug 04, 2021
Fayao Liu, Guosheng Lin, Chuan-Sheng Foo


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Empirical Analysis of Overfitting and Mode Drop in GAN Training


Jun 25, 2020
Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar

* To appear in ICIP2020 

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