A point-prompted segmentation model gains efficiency by foveated tokenization, cutting tokens from 4096 to 172 while staying competitive on mIoU benchmarks.
Rescaling egocentric vision: Collection, pipeline and chal- lenges for epic-kitchens-100.International Journal of Com- puter Vision, pages 1–23, 2022
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Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation
A point-prompted segmentation model gains efficiency by foveated tokenization, cutting tokens from 4096 to 172 while staying competitive on mIoU benchmarks.