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most citedLearn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN

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cs.CV2026

TwistNet-2D: Learning Second-Order Channel Interactions via Spiral Twisting for Texture Recognition

Junbo Jacob Lian, Feng Xiong, Yujun Sun +7

Second-order feature statistics are central to texture recognition, yet existing mechanisms exhibit a structural tension: bilinear pooling and Gram matrices capture global channel…