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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
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
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)
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)
15 Feb 2022 SERC Institute for Infocomm Research Knowledge Capture and Replay for Continual Learning Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
23 Aug 2021 SERC Institute for Infocomm Research Task-Agnostic Continual Learning Using Base-Child Classifiers Pranshu Ranjan Singh, Saisubramaniam Gopalakrishnan, Qiao ZhongZheng, Ponnuthurai N. Suganthan, Savitha Ramasamy, Arulmurugan Ambikapathi 2021 IEEE International Conference on Image Processing (ICIP)
28 Jun 2021 SERC Institute for Infocomm Research Transfer Learning-Based Artificial Intelligence-Integrated Physical Modeling to Enable Failure Analysis for 3 Nanometer and Smaller Silicon-Based CMOS Transistors Jieming Pan, Kain Lu Low, Joydeep Ghosh, Senthilnath Jayavelu, Md Meftahul Ferdaus, Shang Yi Lim, Evgeny Zamburg, Yida Li, Baoshan Tang, Xinghua Wang, Jin Feng Leong, Savitha Ramasamy, Tonio Buonassisi, Chen-Khong Tham, Aaron Voon-Yew Thean ACS Applied Nano Materials
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)
16 Feb 2021 SERC Institute for Infocomm Research A study on the transferability of computational models of building electricity load patterns across climatic zones Rebecca Ward, Cheryl Sze Yin Wong, Adrian Chong, Ruchi Choudhary, Savitha Ramasamy Energy and Buildings