One-shot Scene Reconstruction

[ckxz]

Hey there,

First of all I'd like to congratulate @vsitzmann for the awesome work. Keep it up!

I'm trying to reconstruct scenes out of one single view with the one shot implementation. I have rendered my own data set and, while scene reconstruction with multi-view training yields decent results (see left gt_comparison below), I am getting nowhere with one-shot reconstruction (see right gt_comparison below) .

Has anyone obtained successful results with one-shot reconstruction? If so, would you care to share how?
I have trained the model for one-shot reconstruction for 100,000 iterations so far.