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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Feb 2023 BMRC Bioinformatics Institute Improving transparency and representational generalizability through parallel continual learning Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee Neural Networks
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)
18 Apr 2022 SERC Institute for Infocomm Research QLP: Deep Q-Learning for Pruning Deep Neural Networks Efe Camci, Manas Gupta, Min Wu, Jie Lin IEEE Transactions on Circuits and Systems for Video Technology
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)
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