2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree
Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang +2
Many real-world applications collect data in a streaming environment, where learning tasks are encountered sequentially. This necessitates continual learning (CL) to update models…
cs.LG2023★ 2 cited
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation
Yu-Jie Zhang, Zhen-Yu Zhang, Peng Zhao +1
Dealing with distribution shifts is one of the central challenges for modern machine learning. One fundamental situation is the covariate shift, where the input distributions of da…