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Author

Yushi Liu

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Preprint Aug 2026

ConCA: Concentration-Aware Channel Attention for Fine-Grained Visual Recognition

ConCA is proposed, which pairs the mean with a shift-invariant negative-input entropy (NegEnt), computed via a softmax over the negated activations, forming a dual descriptor that jointly encodes magnitude and concentration.

Yushi Liu, Yu-Chen Tung · 0 citations
Preprint Jul 2026

Physics-Constrained Generative Inference of Sub-Crystal Electromagnetic Shower Structure in a Segmented Calorimeter

The finite transverse granularity of a segmented electromagnetic calorimeter fundamentally limits the precision with which the observables of a shower can be reconstructed, among them its position, its lateral profile, and the direction of the incident particle. We show that a substantial fraction of the information su...

Yushi Liu, Yu-Chen Tung · 0 citations

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