2 papers
cs.LG2026
Empowering Long-form Omni-modal Understanding with Robust Audio Perception
Kaiying Yan, Luoyi Sun, Xiao Zhou +1
Recent advances in large-scale multimodal models have drivenremarkable progress in vision-language tasks; however, comprehensiveomni-modal understanding remains under-explored, lar…
cs.CV2026
GMOS: Grounding Moving Object Segmentation in 3D Space and Time
Junyu Xie, Tengda Han, Weidi Xie +1
Moving Object Segmentation (MOS) aims to discover, segment, and track objects that move independently of the camera. Current MOS methods, however, exhibit two fundamental limitatio…