I’m not sure if it’s that easy so scale up the resolution of the generated images.
E.g. in  Progressive Growing of GANs for Improved Quality, Stability, and Variation 28 the authors used “low-res” layers and stacked more layers on top of them after pretraining to increase the resolution.
I doubt an output of 1024x1024 will work out of the box using the DCGAN.