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Publication date Communities Collections Article title Author(s) Journal/Conference
27 Apr 2022 SERC Institute for Infocomm Research Investigating Robustness of Biological vs. Backprop Based Learning Yanpeng Zhou, Maosen Wang, Manas Gupta, Arulmurugan Ambikapathi, Ponnuthurai Nagaratnam Suganthan, Savitha Ramasamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
15 Feb 2022 SERC Institute for Infocomm Research Knowledge Capture and Replay for Continual Learning Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2 Nov 2021 SERC 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
23 Aug 2021 SERC Institute for Infocomm Research Task-Agnostic Continual Learning Using Base-Child Classifiers Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Qiao ZhongZheng, Ponnuthurai N. Suganthan, Savitha Ramasamy, Arulmurugan Ambikapathi 2021 IEEE International Conference on Image Processing (ICIP)
9 Jun 2021 SERC Institute for Infocomm Research H-Stegonet: A Hybrid Deep Learning Framework for Robust Steganalysis Soumik Mondal, Yeo Sze Ling, Arulmurugan Ambikapathi 2021 IEEE International Conference on Multimedia and Expo (ICME)
13 May 2021 SERC Institute for Infocomm Research HebbNet: A Simplified Hebbian Learning Framework to do Biologically Plausible Learning Manas Gupta, Arulmurugan Ambikapathi, Savitha Ramasamy ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
30 Sep 2020 SERC Institute for Infocomm Research HYBRID DEEP REINFORCED REGRESSION FRAMEWORK FOR CARDIO-THORACIC RATIO MEASUREMENT Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Ivan Ho Mien, Arulmurugan Ambikapathi IEEE International Conference on Image Processing (ICIP)
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