SynRES, a synthetic data pipeline with grouped pseudo-mask consensus and domain-aware augmentations, improves referring expression segmentation on the new WildRES benchmark by 2.0 to 6.2 gIoU.
Divergen: Improving instance segmentation by learning wider data distribution with more diverse generative data
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SynRES: Towards Referring Expression Segmentation in the Wild via Synthetic Data
SynRES, a synthetic data pipeline with grouped pseudo-mask consensus and domain-aware augmentations, improves referring expression segmentation on the new WildRES benchmark by 2.0 to 6.2 gIoU.