MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training

Neural Information Processing Systems 

By only training a query-based image instance segmentation model, MinVIS outperforms the previous best result on the challenging Occluded VIS dataset by over 10% AP .

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