作者位次 #5/7ECCV 2026Poster
This Looks Distinctly Like That: Grounding Interpretable Recognition in Stiefel Geometry against Neural Collapse
Junhao Jia · Jiaqi Wang · Yunyou Liu · Haodong Jing · Yueyi Wu · Xian Wu · Yefeng Zheng
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Junhao Jia · Jiaqi Wang · Yunyou Liu · Haodong Jing · Yueyi Wu · Xian Wu · Yefeng Zheng
Junhao Jia · Hanwen Zheng · Yueyi Wu · Huangwei Chen · Haishuai Wang · Jiajun Bu · Lei Wu
Natural language data is inherently noisy, yet standard interpretable models often rely on scalar similarities that obscure the true evidentiary basis of a prediction. This limitation is particularly detrimental to prototype-based classification, where traditional full-alignment mechanisms force...