Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?by Amogh Mannekote, Xiaoyi Tian, Kristy Elizabeth…
Evaluating and Improving Continual Learning in Spoken Language Understandingby Muqiao Yang, Xiang Li, Umberto Cappellazzo,…
Exemplar-condensed Federated Class-incremental Learningby Rui Sun, Yumin Zhang, Varun Ojha, Tejal Shah, Haoran Duan, Bo…
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchorby Hao Yu, Xin Yang,…
Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretizationby Sihao…
Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learningby Yan Zhang, Guoqiang Wu, Bingzheng Wang, Teng Pang,…
Hierarchically Gated Experts for Efficient Online Continual Learningby Kevin Luong, Michael ThielscherFirst submitted to arxiv…
Generate to Discriminate: Expert Routing for Continual Learningby Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg,…
Algorithm Design for Continual Learning in IoT Networksby Shugang Hao, Lingjie DuanFirst submitted to arxiv…
Uncertainty Quantification in Continual Open-World Learningby Amanda S. Rios, Ibrahima J. Ndiour, Parual Datta, Jaroslaw…