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There are 2 submodules in our model — a contrastive submodule and a diffusion prior submodule, but they still form 1 model because they are trained end-to-end. In the final archite…

This is mostly correct, except that there is only one model. This model takes an fMRI and predicts 2 outputs. The first is specialized for retrieval and the second can be fed into …

We did have a face reconstruction project planned. It is on the back-burner for now. That one will be based on something like the Celeb-A dataset instead of the Natural Scenes Data…

Yes controlnet will be used in the next version. For this one we couldn't get it working in time.