2 papers
cs.CV2026
Federated Unsupervised Semantic Segmentation
Evangelos Charalampakis, Vasileios Mygdalis, Ioannis Pitas
This work explores the application of Federated Learning (FL) to Unsupervised Semantic image Segmentation (USS). Recent USS methods extract pixel-level features using frozen visual…
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…