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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Apr 2025 SERC Institute for Infocomm Research Vision and Language Synergy for Rehearsal Free Continual Learning Muhammad Anwar Masum, Mahardhika Pratama, Savitha Ramasamy , Lin Liu, Habibullah H , Ryszard Kowalczyk International conference on Learning Representations 2025
20 Oct 2024 SERC Institute for Infocomm Research PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
19 Aug 2024 SERC Institute for Infocomm Research Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification Muhammad Anwar Ma’Sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah H , Ryszard Kowalczyk IEEE Transactions on Geoscience and Remote Sensing
31 May 2024 SERC Singapore Institute of Manufacturing Technology Cross-domain continual learning via CLAMP Weiwei Weng, Mahardhika Pratama, Jie Zhang, Chen Chen, Edward Yapp Kien Yie, Ramasamy Savitha Information Sciences
19 Feb 2024 SERC Institute for Infocomm Research Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks Muhammad Anwar Ma'sum, MD Rasel Sarkar, Mahardhika Pratama, Savitha Ramasamy, Sreenatha Anavatti, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk IEEE Transactions on Artificial Intelligence
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
16 Mar 2023 SERC Singapore Institute of Manufacturing Technology Class-Incremental Learning via Knowledge Amalgamation Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun Lecture Notes in Computer Science
18 Oct 2022 SERC Institute for Infocomm Research Latent Preserving Generative Adversarial Network for Imbalance Classification Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein Abbass 2022 IEEE International Conference on Image Processing (ICIP)