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Publication date Communities Collections Article title Author(s) Journal/Conference
7 Oct 2024 SERC Institute for Infocomm Research U-TELL: Unsupervised Task Expert Lifelong Learning Indu Solomon, Aye Phyu Phy Aung, Uttam Kumar, Senthilnath Jayavelu International Conference on Image Processing
25 Aug 2024 SERC Institute for Infocomm Research Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, P. N. Suganthan, Xudong Jiang, Savitha Ramasamy Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
23 Nov 2023 Others Diagnostics Development Hub A Performance Monitoring and Continual Learning Framework to Improve Reliability of Prediction Models based on Electronic Health Records CAO ZHEN, Feri Guretno, JEANETTE POH, Guo Yang, Milashini Nambiar, CHAN YU EN, WATT PEI YI, GOPINATHAN ARJUNAN, BEE YONG MONG, Pavitra Krishnaswamy, Savitha Ramasamy AI Health Summit conference (2023)
17 Jul 2023 SERC Institute for Infocomm Research Integrating Curricula with Replays: Its Effects on Continual Learning Ren Jie Tee, Mengmi Zhang The AAAI Conference on Artificial Intelligence (AAAI), summer symposium
31 May 2023 SERC Institute for Infocomm Research Learning Fast and Slow for Online Time Series Forecasting Quang Pham, Chenghao Liu, Doyen Sahoo, Steven Hoi International Conference on Learning Representations
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
7 Feb 2023 SERC Institute for Infocomm Research Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task Stan Weixian Lei, Difei Gao, Jay Zhangjie Wu, Yuxuan Wang, Wei Liu, Mengmi Zhang, Mike Zheng Shou AAAI 2023
21 Nov 2022 SERC Institute for Infocomm Research DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao, Mingxi Xu, Peisheng Qian, Ramanpreet Singh Pahwa, Richard Chang 33rd British Machine Vision Conference 2022
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)
22 Dec 2020 SERC Institute for Infocomm Research A Bayesian Approach for Continual Learning in Clinical Time Series Yang Guo, Cheryl Sze Yin Wong, Ramasamy Savitha NeurIPS Machine Learning for Health (ML4H) 2020