المفاهيم الأساسية
Proposing I2CKD for semantic segmentation to transfer knowledge between teacher and student networks, enhancing segmentation performance.
الإحصائيات
Extensive experiments on Cityscapes, Pascal VOC, and CamVid datasets.
Proposed method outperforms other distillation methods.
Teacher network parameters: DL-R101 with 61.1M parameters.
Student network parameters: DL-R18 with 13.6M parameters.
اقتباسات
"The proposed distillation strategy consistently improves the performance of various existing distillation methods."
"I2CKD significantly outperforms the compared distillation methods."