3 reviewers recommend acceptance, 1 is marginally negative. Overall the methodological contributions are valuable but the authors are encouraged to close some of the experimental gaps indicated during reviewing (e.g.compare with PifuHD), better analyse complexity and runtime, and provide a crisper connection to related work (e.g. IFNet paper).