Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout

Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout explores A multimodal emotion recognition framework leveraging safe cross-attention and modality dropout to handle missing data and improve accuracy in real-world environments.. Commercial viability score: 7/10 in Emotion Recognition.