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cs.LG2025
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
Le-Trung Nguyen, Ael Quelennec, Van-Tam Nguyen +1
On-device learning has emerged as a promising direction for AI development, particularly because of its potential to reduce latency issues and mitigate privacy risks associated wit…
cs.CV2025
Efficient Adaptation of Deep Neural Networks for Semantic Segmentation in Space Applications
Leonardo Olivi, Edoardo Santero Mormile, Enzo Tartaglione
In recent years, the application of Deep Learning techniques has shown remarkable success in various computer vision tasks, paving the way for their deployment in extraterrestrial…