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most citedPartition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation

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cs.CV2026

SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery

Chunming Li, Shidong Wang, Tong Xin +1

This paper presents a novel approach, Spectral-Interpretable and -Enhanced Transformer (SIEFormer), which leverages spectral analysis to reinterpret the attention mechanism within…