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11 Nov 2024
SERC
Institute for Infocomm Research
Unsupervised Fingerphoto Presentation Attack Detection With Diffusion Models
Hailin Li,
Raghavendra Ramachandra,
Mohamed Ragab,
Soumik Mondal,
Yong Kiam Tan,
Khin Mi Mi Aung
2024 IEEE International Joint Conference on Biometrics (IJCB)
16 Sep 2024
SERC
Institute for Infocomm Research
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
Wenyu Zhang,
Qingmu Liu,
Felix Ong,
Mohamed Ragab,
Chuan-Sheng Foo
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2 May 2024
SERC
Institute for Infocomm Research
TSLANet: Rethinking Transformers for Time Series Representation Learning
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Xiaoli Li
41st International Conference on Machine Learning
28 Aug 2023
SERC
Institute for Infocomm Research
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li,
Cuntai Guan
IEEE Transactions on Pattern Analysis and Machine Intelligence
4 Aug 2023
SERC
Institute for Infocomm Research
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
Mohamed Ragab,
Emadeldeen Eldele,
Min Wu,
Chuan-Sheng Foo,
Xiaoli Li,
Zhenghua Chen
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
10 Jul 2023
SERC
Institute for Infocomm Research
Contrastive Domain Adaptation for Time-Series Via Temporal Mixup
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li
IEEE Transactions on Artificial Intelligence
24 Mar 2023
SERC
Institute for Infocomm Research
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data
Mohamed Ragab,
Emadeldeen Eldele,
Wee Ling Tan,
Chuan-Sheng Foo,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li
ACM Transactions on Knowledge Discovery from Data
16 Feb 2023
SERC
Institute for Infocomm Research
Diverse and consistent multi-view networks for semi-supervised regression
Cuong Nguyen,
Arun Raja,
Le Zhang,
Xun Xu,
Balagopal Unnikrishnan,
Mohamed Ragab,
Kangkang Lu,
Chuan-Sheng Foo
Machine Learning
14 Feb 2023
SERC
Institute for Infocomm Research
Self-Supervised Learning for Label- Efficient Sleep Stage Classification: A Comprehensive Evaluation
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li
IEEE Transactions on Neural Systems and Rehabilitation Engineering
29 Nov 2022
SERC
Institute for Infocomm Research
Domain Generalization via Selective Consistency Regularization for Time Series Classification
Wenyu Zhang,
Mohamed Ragab,
Chuan-Sheng Foo
2022 26th International Conference on Pattern Recognition (ICPR)
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