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cs.CV2026
Bridging the Geometry Mismatch: Frequency-Aware Anisotropic Serialization for Thin-Structure SSMs
Jin Bai, Huiyao Zhang, Qi Wen +4
The segmentation of thin linear structures is inherently topology allowbreak-critical, where minor local errors can sever long-range connectivity. While recent State-Space Models (…
cs.CV2024★ 1 cited
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective
Qishuai Wen, Chun-Guang Li
State-of-the-art methods for Transformer-based semantic segmentation typically adopt Transformer decoders that are used to extract additional embeddings from image embeddings via c…