Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
6 Dec 2023 SERC Institute for Infocomm Research Predicting amyotrophic lateral sclerosis (ALS) progression with machine learning Muzammil Arif Din Abdul Jabbar, Ling Guo, Sonakshi Nag, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
6 Dec 2023 SERC Institute for Infocomm Research HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaol Li, Steven Hoi The 2023 Conference on Empirical Methods in Natural Language Processing
5 Oct 2023 SERC Institute for Infocomm Research Describing and characterising variability in ALS disease progression Muzammil Arif Din Abdul Jabbar, Ling Guo, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
14 Aug 2023 SERC Institute for Infocomm Research GATE: A guided approach for time series ensemble forecasting Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Md. Meftahul Ferdaus, Murat Tahtali, Savitha Ramasamy, Mahardhika Pratama Expert Systems with Applications
5 May 2023 SERC Institute for Infocomm Research Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples Chandan Gautam, Aditya Kane, Savitha Ramasamy, Suresh Sundaram 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
10 Feb 2023 SERC Institute for Infocomm Research Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning Chandan Gautam, Sethupathy Parameswaran, Vinay Verma, Suresh Sundaram, Savitha Ramasamy The 2022 Conference on Empirical Methods in Natural Language Processing
24 Jun 2022 SERC Institute for Infocomm Research Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier Abeegithan Jeyasothy, Sundaram Suresh, Savitha Ramasamy, Narasimhan Sundararajan IEEE Transactions on Cybernetics
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)
27 Apr 2022 SERC Institute for Infocomm Research Bayesian Continual Imputation and Prediction For Irregularly Sampled Time Series Data Yang Guo, Jeanette Wen Jun Poh, Cheryl Sze Yin Wong, Savitha Ramasamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)