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The actual outputs look grotesque. Disembodied dog torsos with seven eyeballs and such. It's cool, but to me this is clearly showing the local nature of convolu
by j2kun 10y ago
The actual outputs look grotesque. Disembodied dog torsos with seven eyeballs and such. It's cool, but to me this is clearly showing the local nature of convolutional nets; it's a limitation that one has to overcome if one is to truly generate lifelike images from scratch.
- visarga 10y agoThose weren't the best images. Current best results don't have disembodied dog torsos. I remember a paper that was about generating plausible bedroom images. Not only did they look real, but they could interpolate between two bedrooms generating a transformation sequence.
- vintermann 10y agoYup, that was the original DCGAN paper: https://arxiv.org/abs/1511.06434 https://arxiv.org/abs/1511.06434
- hacker42 10y agoCheck out these generated images: http://arxiv.org/pdf/1605.09304v1.pdf http://arxiv.org/pdf/1605.09304v1.pdf However, the technique does not seem to have a generative interpretation.