1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2026★ 1 cited
Collaborative Knowledge Distillation via a Learning-by-Education Node Community
Anestis Kaimakamidis, Ioannis Mademlis, Ioannis Pitas
A novel Learning-by-Education Node Community framework (LENC) for Collaborative Knowledge Distillation (CKD) is presented, which facilitates continual collective learning through e…
cs.AI2025
FCL-ViT: Task-Aware Attention Tuning for Continual Learning
Anestis Kaimakamidis, Ioannis Pitas
Continual Learning (CL) involves adapting the prior Deep Neural Network (DNN) knowledge to new tasks, without forgetting the old ones. However, modern CL techniques focus on provis…