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cs.GR 1

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2025 1

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DISK: Differentiable Sparse Kernel Complex for Efficient Spatially-Variant Convolution

cs.GR · 2025-12-04 · unverdicted · novelty 7.0

DISK is a differentiable sparse kernel decomposition method that approximates spatially-variant complex convolutions using optimized sparse samples, initialization for non-convex shapes, and interpolation, achieving higher fidelity than simulated annealing and lower cost than low-rank methods.

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  • DISK: Differentiable Sparse Kernel Complex for Efficient Spatially-Variant Convolution cs.GR · 2025-12-04 · unverdicted · none · ref 4

    DISK is a differentiable sparse kernel decomposition method that approximates spatially-variant complex convolutions using optimized sparse samples, initialization for non-convex shapes, and interpolation, achieving higher fidelity than simulated annealing and lower cost than low-rank methods.