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Ref-avs: Refer and segment objects in audio-visual scenes
Traditional reference segmentation tasks have predominantly focused on silent visual
scenes, neglecting the integral role of multimodal perception and interaction in human …
scenes, neglecting the integral role of multimodal perception and interaction in human …
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?
Abstract The Audio-Visual Segmentation (AVS) task aims to segment sounding objects in
the visual space using audio cues. However, in this work, it is recognized that previous AVS …
the visual space using audio cues. However, in this work, it is recognized that previous AVS …
Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?
Unlike traditional visual segmentation, audio-visual segmentation (AVS) requires the model
not only to identify and segment objects but also to determine whether they are sound …
not only to identify and segment objects but also to determine whether they are sound …
Unveiling and Mitigating Bias in Audio Visual Segmentation
Community researchers have developed a range of advanced audio-visual segmentation
models aimed at improving the quality of sounding objects' masks. While masks created by …
models aimed at improving the quality of sounding objects' masks. While masks created by …