Manas Gupta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Effective Pruning

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

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
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. CoRR (2024)
Huijing Zhan, Ling Li, Shaohua Li, Weide Liu, Manas Gupta, Alex C. Kot
Towards Explainable Recommendation Via Bert-Guided Explanation Generator. ICASSP (2023)
Jack Chong, Manas Gupta, Lihui Chen
Resource Efficient Neural Networks Using Hessian Based Pruning. CoRR (2023)
Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee
Improving transparency and representational generalizability through parallel continual learning. Neural Networks 161 (2023)
Efe Camci, Manas Gupta, Min Wu, Jie Lin
QLP: Deep Q-Learning for Pruning Deep Neural Networks. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee
PaRT: Parallel Learning Towards Robust and Transparent AI. CoRR (2022)
Yanpeng Zhou, Maosen Wang, Manas Gupta, Arulmurugan Ambikapathi, Ponnuthurai Nagaratnam Suganthan, Savitha Ramasamy
Investigating Robustness of Biological vs. Backprop Based Learning. ICASSP (2022)
Manas Gupta, Sarthak Ketanbhai Modi, Hang Zhang, Joon Hei Lee, Joo Hwee Lim
Is Bio-Inspired Learning Better than Backprop? Benchmarking Bio Learning vs. Backprop. CoRR (2022)
Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Chuan-Sheng Foo, Min Wu, Jie Lin
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning. CoRR (2022)
Katarina Jurczyk, Christopher You, Mahsan Nourani, Manas Gupta, Lisa Anthony, Benjamin Lok
Romadoro: Leveraging Nudge Techniques to Encourage Break-Taking. UIST (Adjunct Volume) (2021)
Manas Gupta, Satish Chandra
Speech Emotion Recognition Using MFCC and Wide Residual Network. IC3 (2021)
Manas Gupta, Arulmurugan Ambikapathi, Savitha Ramasamy
HebbNet: A Simplified Hebbian Learning Framework to do Biologically Plausible Learning. ICASSP (2021)
Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz, Vijay Chandrasekhar, Lin Jie
Learning to Prune Deep Neural Networks via Reinforcement Learning. CoRR (2020)
Manas Gupta, Ming C. Lin, Dinesh Manocha, Huan Xu, Michael W. Otte
Monitoring Access to User Defined Areas with Multi-Agent Team in Urban Environments. MRS (2019)