M3Former fuses appearance and motion streams in a Mask2Former-style transformer and, when trained on a diverse mix that includes KITTI and DAVIS train splits, reaches state-of-the-art motion segmentation scores on those benchmarks.
Monocular arbitrary moving object discovery and segmentation
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On Moving Object Segmentation from Monocular Video with Transformers
M3Former fuses appearance and motion streams in a Mask2Former-style transformer and, when trained on a diverse mix that includes KITTI and DAVIS train splits, reaches state-of-the-art motion segmentation scores on those benchmarks.