Interpretable Open-Vocabulary Referring Object Detection with Reverse Contrast Attention

Drandreb Earl O. Juanico, Rowel O. Atienza, Jeffrey Kenneth Go

We propose Reverse Contrast Attention (RCA), a plug-in method that enhances object localization in vision-language transformers without retraining. RCA reweights final-layer attent…