Median-Calibrated Block Overlap

Geo-LoRA framework enhances continual learning with geometry-aware subspace evolution

Researchers have developed Geo-LoRA, a novel geometry-aware framework designed to improve continual learning with LoRA adapters. This method explicitly regulates the evolution of low-rank subspaces, both shared and task…