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Publication date Communities Collections Article title Author(s) Journal/Conference
30 Jul 2024 SERC Institute for Infocomm Research Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Ashish James, Chuan-Sheng Foo, Min Wu, Jie Lin 2024 IEEE Conference on Artificial Intelligence (CAI)
14 Jun 2024 SERC Institute for Infocomm Research From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
24 Nov 2023 SERC Institute for Infocomm Research Towards revolutionizing Neurological and Orthopaedic Care with AI powered 3D Gait Analysis Partha Pratim Kundu, Ramanpreet Pahwa, Richard Chang, Guo Ling, Manas Gupta, Wang Jie, Leong Mei Chee, Sun Ying, Cheng Yi, Amudha Narayanan, Elson Yong AI Health Summit, 2023
16 Jun 2023 SERC Institute for Infocomm Research A Framework for Student Engagement Level Prediction: A User Perspective Yan Liu, Manas Gupta, Cheryl Sze Yin Wong The 1st International Conference on Metaverse and Artificial Companions in Education and Society
5 May 2023 SERC Institute for Infocomm Research Towards Explainable Recommendation Via Bert-Guided Explanation Generator Huijing Zhan, Ling Li, Shaohua Li, Weide Liu, Manas Gupta, Alex C. Kot ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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