Jul 2026
Causal Supervision of Attention for Affective Behaviour Analysis
An attention pooling framework that combines causal supervision with cross-covariance regularization of attention components is proposed, encouraging subject-invariant attention and non-redundant representations that improve generalization.
Nemanja Rasajski, Konstantinos Makantasis, Antonios Liapis et al.
· arXiv.org · 0 citations