2 papers
cs.CV2026
LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence
Xiang An, Yin Xie, Feilong Tang +27
We introduce LLaVA-OneVision-2 (LLaVA-OV-2), the most capable vision-language model in the LLaVA-OneVision series to date, achieving superior performance across a broad range of mu…
cs.CV2026
UW-VOS: A Large-Scale Dataset for Underwater Video Object Segmentation
Hongshen Zhao, Jingkang Tai, Yuhang Wu +5
Underwater Video Object Segmentation (VOS) is essential for marine exploration, yet open-air methods suffer significant degradation due to color distortion, low contrast, and preva…