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Publication date Communities Collections Article title Author(s) Journal/Conference
7 May 2021 SERC Institute for Infocomm Research Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs Ahmad QaisarAhmadAlBadawi, Jin Chao, Jie Lin, Chan Fook Mun, Sim Jun Jie, Xiao Nan, Benjamin Hong Meng Tan, Khin Mi Mi Aung, Vijay Chandrasekhar IEEE Transactions on Emerging Topics in Computing
7 May 2021 SERC Institute for Infocomm Research Understanding the Nature of First-Person Videos: Characterization and Classification using Low-Level Features Cheston Tan, Hanlin Goh, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim
26 Oct 2020 SERC Institute for Infocomm Research EMPIRICAL ANALYSIS OF OVERFITTING AND MODE DROP IN GAN TRAINING Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar IEEE International Conference on Image Processing
18 Jul 2020 SERC Institute for Infocomm Research Learning to Prune Deep Neural Networks via Reinforcement Learning Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz, Vijay Chandrasekhar, Lin Jie 7th ICML Workshop on Automated Machine Learning
27 Oct 2019 SERC Institute for Infocomm Research FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision Ramanpreet Pahwa, Jin Chao, Jestine Paul, Yiqun Li, Tin Lay Nwe Ma, Shudong Xie, Ashish James, Arulmurugan Ambikapathi, Zeng Zeng, Vijay Chandrasekhar IEEE-ITSC 2019
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
22 Sep 2019 SERC Institute for Infocomm Research Beyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search Zhuo Chen, Jie Lin, Zhe Wang, Vijay Chandrasekhar, Weisi Lin 2019 IEEE International Conference on Image Processing (ICIP)
22 Sep 2019 SERC Institute for Infocomm Research Optimizing the Bit Allocation for Compression of Weights and Activations of Deep Neural Networks Wang Zhe, Jie Lin, Vijay Chandrasekhar, Bernd Girod 2019 IEEE International Conference on Image Processing (ICIP)
2 Aug 2019 SERC Institute for Infocomm Research Holistic Multi-modal Memory Network for Movie Question Answering Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, yi tay, Vijay Chandrasekhar IEEE Transactions on Image Processing (TIP)
2 Jun 2019 SERC Institute for Infocomm Research Semi Supervised Learning of Multi-Dimensional Analog Circuits Rahul Dutta, Salahuddin Raju, Ashish James, Bruno Lecouat, Chemmanda John Leo, Yong-Joon Jeon, Balagopal Unnikrishnan, Chuan Sheng Foo, Zeng Zeng, Kevin Tshun Chuan Chai, Vijay Chandrasekhar Design Automation Conference (DAC) (2019)