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Publication date Communities Collections Article title Author(s) Journal/Conference
7 May 2021 SERC Institute for Infocomm Research Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks (Pending publish) Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun
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
5 Jan 2021 SERC Institute for Infocomm Research Deep Unsupervised Anomaly Detection Tangqing Li, Zheng Wang, Siying Liu, Wen-Yan Lin Winter Conference on Applications of Computer Vision (WACV) 2021
7 Dec 2020 SERC Institute for Infocomm Research Program Behavior Analysis and Clustering using Performance Counters (Pending publish)
29 Sep 2020 SERC Institute for Infocomm Research Semi-supervised Classification of Diagnostic Radiographs with NoTeacher: A Teacher that is Not Mean Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chuan Sheng Foo, Pavitra Krishnaswamy International Conference on Medical Image Computing and Computer-Assisted Intervention
10 Sep 2020 SERC Institute of High Performance Computing  Forecasting future action sequences with attention: a new approach to weakly supervised action forecasting Yan Bin Ng, Fernando Fernando IEEE Transactions on Image Processing
10 Sep 2020 SERC Institute of High Performance Computing  What do CNNs gain by imitating the visual development of primate infants? Shantanu Jaiswal, Dongkyu Choi, Basura Fernando British Machine Vision Conference 2020
5 Mar 2020 SERC Institute of High Performance Computing  Weakly Supervised Gaussian Networks for Action Detection Basura Fernando, Hakan Bilen, Cheston Tan The IEEE Winter Conference on Applications of Computer Vision (WACV)
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
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)