https://www.daiphys.com/portal/ 2026-04-18T07:25:11+00:00 https://www.daiphys.com/portal/ https://www.daiphys.com/portal/_media/wiki/dokuwiki.svg text/html 2026-01-16T01:45:23+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/imgen/dcgan.html?rev=1768527923&do=diff DCGAN Tips Information - Checkerboard Artifacts of Deconvolution <https://distill.pub/2016/deconv-checkerboard/> * Using upsampling instead of transposed convolution is recommended to avoid checkerboard artifacts #nn.ConvTranspose2d(ngf, nc, 4, 2, 1, bias=False), nn.Upsample(scale_factor=2, mode="nearest"), nn.Conv2d(ngf, nc, 3, 1, 1, bias=False), nn.Tanh() text/html 2026-01-16T01:43:49+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/imgen/diffusers.html?rev=1768527829&do=diff Diffusers References Diffusers: <https://huggingface.co/docs/diffusers/> <https://github.com/huggingface/diffusers/> <https://note.com/npaka/n/n1170de1604f3> text/html 2026-01-16T01:08:00+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/imgen/index.html?rev=1768525680&do=diff Image Generation * DCGAN * Diffusers * StyleGAN text/html 2026-01-16T01:40:30+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/imgen/stylegan.html?rev=1768527630&do=diff StyleGAN References NVIDIA Research Labs - StyleGAN2-ADA: <https://github.com/NVlabs/stylegan2-ada-pytorch>