2 papers
cs.LG2026
Vanishing Contributions: A Unified Framework for Smooth and Iterative Model Compression
Lorenzo Nikiforos, Luciano Prono, Charalampos Antoniadis +3
The increasing scale of Deep Neural Networks (DNNs) introduces the need for compression techniques such as pruning, quantization, and low-rank decomposition. While these methods ar…
cs.CV2025
Unsupervised Transcript-assisted Video Summarization and Highlight Detection
Spyros Barbakos, Charalampos Antoniadis, Gerasimos Potamianos +1
Video consumption is a key part of daily life, but watching entire videos can be tedious. To address this, researchers have explored video summarization and highlight detection to…