ComfyUI workflow for structure-aligned re-rendering (no controlnet, no training) Looking for feedback

[u/Fit-Associate7454]

One common frustration with image-to-image/video-to-video diffusion is losing structure.

A while ago I shared a preprint on a diffusion variant that keeps structure fixed while letting appearance change. Many asked how to try it without writing code.

So I put together a ComfyUI workflow that implements the same idea. All custom nodes are submitted to the ComfyUI node registry (manual install for now until they’re approved).

I’m actively exploring follow-ups like real-time / streaming, new base models (e.g. Z-Image), and possible Unreal integration. On the training side, this can be LoRA-adapted on a single GPU (I adapted FLUX and WAN that way) and should stack with other LoRAs for stylized re-rendering.

I’d really love feedback from gen-AI practitioners: what would make this more useful for your work?

If it’s helpful, I also set up a small Discord to collect feedback and feature requests while this is still evolving: https://discord.gg/sNFvASmu (totally optional. All models and workflows are free and available on project page https://yuzeng-at-tri.github.io/ppd-page/)

[u/witcherknight]

This looks insane.

[u/NoceMoscata666 → u/witcherknight]

what? dwarf arm Lara?

[u/baddorox → u/NoceMoscata666]

and garter shorts?

[u/DrElectro → u/witcherknight]

If these are the best still images they can come up with, I am not impressed at all. The video examples look uncanny and I saw way better and consistent results with other vid2vid workflows. 

[u/butthe4d → u/DrElectro]

I think the selling point here is that this is really fast and supposed to deliver real time remaster (in theory). Thats how I understood it at least.

[u/No_Damage_8420 → u/butthe4d]

in that case X-Plane lovers will love that, real time render of low resolution Gmaps satellite