FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learningby Luca Palazzo, Matteo Pennisi, Federica Proietto…
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecastingby Futoon…
Slowing Down Forgetting in Continual Learningby Pascal Janetzky, Tobias Schlagenhauf, Stefan FeuerriegelFirst submitted to arxiv…
Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learningby Hongsheng Zhang, Zhong Ji, Jingren Liu,…
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Modelsby Jinghan He, Haiyun…
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptationby Xiwen Wei, Guihong Li, Radu MarculescuFirst…
How to Combine Differential Privacy and Continual Learningby Marlon Tobaben, Talal Alrawajfeh, Marcus Klasson, Mikko…
Sparse Orthogonal Parameters Tuning for Continual Learningby Kun-Peng Ning, Hai-Jian Ke, Yu-Yang Liu, Jia-Yu Yao,…
Continual Audio-Visual Sound Separationby Weiguo Pian, Yiyang Nan, Shijian Deng, Shentong Mo, Yunhui Guo, Yapeng…
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Modelsby Linglan Zhao, Xuerui…