OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling

Linhui Xiao, Xiaoshan Yang, Fang Peng +2

Constrained by the separate encoding of vision and language, existing grounding and referring segmentation works heavily rely on bulky Transformer-based fusion en-/decoders and a v…