You might be surprised. Generating views from novel angles based on a single image is not novel, and if anything, this model has more than a single frame as input. I’d wager that it’s quite able to extrapolate DOOM-like corridors and rooms even if it hasn’t seen the exact place during training. And sure, it’s imperfect but on the other hand it works in real time on a single TPU.