To tackle the prevalence of spurious changes, the scarcity of annotations, and the difficulty of cross-domain transfer in multi-temporal and multi-source remote sensing imagery, we propose PeftCD, a ...

During the fine-tuning process, a selective layer freezing strategy was applied consistently across all six neural network models: the parameters of the initial layers were frozen and only the weights ...