2 papers
cs.CV2025
Maximizing Discrimination Capability of Knowledge Distillation with Energy Function
Seonghak Kim, Gyeongdo Ham, Suin Lee +2
To apply the latest computer vision techniques that require a large computational cost in real industrial applications, knowledge distillation methods (KDs) are essential. Existing…
cs.CV2025
Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning
Seonghak Kim, Gyeongdo Ham, Yucheol Cho +1
The improvement in the performance of efficient and lightweight models (i.e., the student model) is achieved through knowledge distillation (KD), which involves transferring knowle…