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Publication date Communities Collections Article title Author(s) Journal/Conference
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)
21 Aug 2023 SERC Institute for Infocomm Research Upsampling Data Challenge: Object-aware Approach for 3D Object Detection in Rain Richard Capraru, Jiangang Wang, Boon Hee Soong Advanced Concepts for Intelligent Vision Systems (Acivs 2023)
23 May 2023 SERC Institute of High Performance Computing  Taming Overconfident Prediction on Unlabeled Data From Hindsight Jing Li, Yuangang Pan, Ivor W. Tsang IEEE Transactions on Neural Networks and Learning Systems
26 Sep 2022 SERC Institute for Infocomm Research Semi-Supervised Image-to-Image Translation for Lane Detection in Rain Wang Jian-Gang, Wan Kong-Wah, Pang Chun Ho, Yau Wei-Yun 2022 IEEE Conference on Intelligent Transportation Systems (ITSC 2022)
21 Sep 2021 SERC Institute for Infocomm Research MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
7 May 2021 SERC Institute for Infocomm Research ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Krishnamachari, Yu Jing Goh, Chuan Sheng Foo International Conference on Learning Representations (ICLR) 2021
1 Feb 2021 SERC Institute for Infocomm Research Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir Rajpoot IEEE Transactions on Medical Imaging
3 Sep 2019 SERC Institute for Infocomm Research Learning of Multi-Dimensional Analog Circuits Through Generative Adversarial Network (GAN) Raju Salahuddin, Rahul Dutta, Ashish James, Chemmanda John Leo, Yong-Joon Jeon, Balagopal Unnikrishnan, Foo Chuan Sheng, Zeng Zeng, Kevin Tshun Chuan Chai, Vijay Ramaseshan Chandrasekhar 2019 32nd IEEE International System-on-Chip Conference (SOCC)