I-Segmenter is an integer-only Vision Transformer for semantic segmentation that keeps mIoU within roughly 5 points of the FP32 baseline while cutting model size by up to 3.8x.
Vision transformers: From semantic segmentation to dense prediction,
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I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation
I-Segmenter is an integer-only Vision Transformer for semantic segmentation that keeps mIoU within roughly 5 points of the FP32 baseline while cutting model size by up to 3.8x.