1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CV2026
HuC-VideoMAE: Human-Centric Video Masked Autoencoding from synthetic data
Ricardo Pizarro, Roberto Valle, José M. Buenaposada +2
Modern action recognition models rely on video transformers pretrained on massive collections of web-crawled videos, such as Kinetics-700. However, the use of such data raises ethi…
cs.CV2024★ 1 cited
PO-GUISE+: Pose and object guided transformer token selection for efficient driver action recognition
Ricardo Pizarro, Roberto Valle, Rafael Barea +3
We address the task of identifying distracted driving by analyzing in-car videos using efficient transformers. Although transformer models have achieved outstanding performance in…