Training Self-localization Models for Unseen Unfamiliar Places via Teacher-to-Student Data-Free Knowledge Transferby Kenta Tsukahara, Kanji…
Open Continual Feature Selection via Granular-Ball Knowledge Transferby Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin…
Regularization-Based Efficient Continual Learning in Deep State-Space Modelsby Yuanhang Zhang, Zhidi Lin, Yiyong Sun, Feng…
Hyperparameters in Continual Learning: A Reality Checkby Sungmin Cha, Kyunghyun ChoFirst submitted to arxiv on:…
DAM: Dynamic Adapter Merging for Continual Video QA Learningby Feng Cheng, Ziyang Wang, Yi-Lin Sung,…
Consistent Prompting for Rehearsal-Free Continual Learningby Zhanxin Gao, Jun Cen, Xiaobin ChangFirst submitted to arxiv…
Online Continual Learning For Interactive Instruction Following Agentsby Byeonghwi Kim, Minhyuk Seo, Jonghyun ChoiFirst submitted…
Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environmentsby Saksham Checker, Nikhil Churamani,…
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learningby Mark D. McDonnell,…
Auxiliary Classifiers Improve Stability and Efficiency in Continual Learningby Filip Szatkowski, Fei Yang, Bartłomiej Twardowski,…