핵심 개념
Frequency attention in the frequency domain enhances knowledge transfer in distillation by encouraging students to mimic teacher features.
통계
"Knowledge distillation is an attractive approach for learning compact deep neural networks."
"Attention-based knowledge distillation uses attention mechanisms to encourage the student to better mimic the teacher."
"The proposed approach outperforms other knowledge distillation methods."
인용구
"Our goal is to encourage student model to capture both detailed and higher-level information such as object parts from the teacher model."
"The frequency domain is useful for understanding images with repetitive or periodic patterns that may be difficult to discover using traditional spatial domain techniques."