3 accepted papers
Change captioning aims to describe changes between a pair of images. However, existing works rely on visual features alone, which often fail to capture subtle but meaningful changes because they lack the ability to represent explicitly structured information such as object relationships and composit
We present a novel method for Audio-Visual Question Answering (AVQA) in real-world scenarios where one modality (audio or visual) can be missing. Inspired by human cognitive processes, we introduce a Trans-Modal Associative (TMA) memory that recalls missing modal information (i.e., pseudo modal feat…
"Recent Audio-Visual Question Answering (AVQA) methods rely on complete visual and audio input to answer questions accurately. However, in real-world scenarios, issues such as device malfunctions and data transmission errors frequently result in missing audio or visual modality. In such cases, exist…