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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Oct 2022 Others Institute for Infocomm Research Mixed Membership Generative Adversarial Networks Yasin Yazici, Bruno Lecouat, Kim Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo 2022 IEEE International Conference on Image Processing (ICIP)
2 Nov 2021 Others Institute for Infocomm Research Classify and generate: Using classification latent space representations for image generations Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi Neurocomputing
21 Jun 2021 Others Institute for Infocomm Research DOReN: Towards Efficient Deep Convolutional Neural Networks with Fully Homomorphic Encryption Souhail Meftah, Benjamin Hong Meng Tan, Fook Mun Chan, Khin Mi Mi Aung, Bharadwaj Veeravalli, Vijay Chandrasekhar IEEE Transactions on Information Forensics and Security
7 May 2021 Others 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 Others 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 Others 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 Others 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 Others 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 Others 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 Others 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)