Manas Gupta - RankMe

24 papers A 1C 2Misc 3Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off. CoRR Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw
2025	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, XuLei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
2025	J	`jnl`	MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages. CoRR Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou
2025	A	`conf`	T-CBF: Traversability-based Control Barrier Function to Navigate Vertically Challenging Terrain. IROS Manas Gupta, Xuesu Xiao
2025	J	`jnl`	T-CBF: Traversability-based Control Barrier Function to Navigate Vertically Challenging Terrain. CoRR Manas Gupta, Xuesu Xiao
2024	J	`jnl`	Automated Segmentation of Lymph Nodes on Neck CT Scans Using Deep Learning. J. Imaging Inform. Medicine Md Mahfuz Al Hasan, Saba Ghazimoghadam, Padcha Tunlayadechanont, Mohammad Tahsin Mostafiz, Manas Gupta, Antika Roy, Keith Peters, Bruno Hochhegger, Anthony Mancuso, Navid Asadizanjani, Reza Forghani
2024	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. CoRR 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
2024	—	`conf`	Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning. CAI Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Ashish James, Chuan-Sheng Foo, Min Wu, Jie Lin
2024	J	`jnl`	Memory Networks: Towards Fully Biologically Plausible Learning. CoRR Jacobo Ruiz, Manas Gupta
2023	C	`conf`	Dynamic Facial Expression Recognition through Partial Label Learning and Federated Learning. ICCE Mohammad Alif Daffa, Manas Gupta, Hao Chen, Cheryl Sze Yin Wong
2023	J	`jnl`	Improving transparency and representational generalizability through parallel continual learning. Neural Networks Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee
2023	J	`jnl`	Resource Efficient Neural Networks Using Hessian Based Pruning. CoRR Jack Chong, Manas Gupta, Lihui Chen
2023	C	`conf`	Student Engagement Detection: Case Study on Using Peer-to-Peer Emotion Comparison with Context Regularization. ICCE Geyu Lin, Manas Gupta, Cheryl Sze Yin Wong, Huayun Zhang
2023	Misc	`conf`	Towards Explainable Recommendation Via Bert-Guided Explanation Generator. ICASSP Huijing Zhan, Ling Li, Shaohua Li, Weide Liu, Manas Gupta, Alex C. Kot
2022	Misc	`conf`	Investigating Robustness of Biological vs. Backprop Based Learning. ICASSP Yanpeng Zhou, Maosen Wang, Manas Gupta, Arulmurugan Ambikapathi, Ponnuthurai Nagaratnam Suganthan, Savitha Ramasamy
2022	J	`jnl`	Is Bio-Inspired Learning Better than Backprop? Benchmarking Bio Learning vs. Backprop. CoRR Manas Gupta, Sarthak Ketanbhai Modi, Hang Zhang, Joon Hei Lee, Joo Hwee Lim
2022	J	`jnl`	Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning. CoRR Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Chuan-Sheng Foo, Min Wu, Jie Lin
2022	J	`jnl`	PaRT: Parallel Learning Towards Robust and Transparent AI. CoRR Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee
2022	J	`jnl`	QLP: Deep Q-Learning for Pruning Deep Neural Networks. IEEE Trans. Circuits Syst. Video Technol. Efe Camci, Manas Gupta, Min Wu, Jie Lin
2021	Misc	`conf`	HebbNet: A Simplified Hebbian Learning Framework to do Biologically Plausible Learning. ICASSP Manas Gupta, Arulmurugan Ambikapathi, Savitha Ramasamy
2021	—	`conf`	Romadoro: Leveraging Nudge Techniques to Encourage Break-Taking. UIST (Adjunct Volume) Katarina Jurczyk, Christopher You, Mahsan Nourani, Manas Gupta, Lisa Anthony, Benjamin Lok
2021	—	`conf`	Speech Emotion Recognition Using MFCC and Wide Residual Network. IC3 Manas Gupta, Satish Chandra
2020	J	`jnl`	Learning to Prune Deep Neural Networks via Reinforcement Learning. CoRR Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz, Vijay Chandrasekhar, Jie Lin
2019	—	`conf`	Monitoring Access to User Defined Areas with Multi-Agent Team in Urban Environments. MRS Manas Gupta, Ming C. Lin, Dinesh Manocha, Huan Xu, Michael W. Otte