Introduces the 2d upsampling operation using nearest neighbor interpolation, an alternative to transposed convolution to avoid checkerboard artifacts. The post details the implementation of the Upsample2d class, which includes methods for resizing with nearest neighbor interpolation. This lays the groundwork for building complex image generation networks like UNet and GANs.
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