Fantastic Work

[lalalune]

Just wanted to say--

This is incredibly interesting work and seems to have a robustness to Janus issues (front identity applied to many angles) and quality of color that we've not yet seen from open source implementations of Dreamfusion.

[w-hc]

Thanks for the encouragement! The issue of front face hallucination (Janus) remains unresolved in many cases, and we are exploring some solutions less reliant on the language model than view-dependent prompting.

SJC does not pursue surface modeling the same way that DreamFusion does (we hope to gradually develop the skills). The latitude a full volumetric representation has makes the burger meat looks more realistic (even without view dependencies in a nerf such as ours). To be fair, this is more of a trade-off.

We will continue to try to improve the quality & robustness of the codebase.