Author

Naim Reza

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Preprint Oct 2026

MCL: Meta Convolution Layer

Dynamic convolution enhances convolutional neural networks (CNNs) by adapting kernels to input content, but it expresses the effective kernel as a linear mixture of a small number of basis kernels, which limits expressivity and complicates optimization as the mixture size grows. In this work, we revisit dynamic convolu...

Naim Reza, Md Alamin, H. Jung · 0 citations