A point-prompted segmentation model gains efficiency by foveated tokenization, cutting tokens from 4096 to 172 while staying competitive on mIoU benchmarks.
The eccentricity effect: Target eccentricity af- fects performance on conjunction searches.Perception & psychophysics, 57:1241–1261, 1995
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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.