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🚀Create complex, modular 3D assets and scenes.🚀 Introducing #MoCA (Mixture-of-Components Attention), a new sparse attention method for compositional 3D generation. It scales to *many * components. paper: code:

27,212 Aufrufe • vor 10 Monaten •via X (Twitter)

9 Kommentare

Profilbild von Prakhar Kaushik
Prakhar Kaushikvor 10 Monaten

Great visuals, but impossible to validate scientifically. This is the ~10th paper from this team on the same closed-source dataset. Without public splits, we can't even confirm the eval data isn't in training. The real 'novelty' here seems to be the private dataset, not the model

Profilbild von W. S. Waldo
W. S. Waldovor 10 Monaten

There are already several tools out there for generating meshes from 3D parts and they all produce similar results. What's needed isn't another approach to part generation, but an improvement in the fidelity and accuracy of the parts generated.

Profilbild von huh ok good point
huh ok good pointvor 10 Monaten

This rocks :O thanks so much for sharing!

Profilbild von Himanshu Kumar
Himanshu Kumarvor 10 Monaten

Oh wow, that's some serious stuff, Tengfei! This MoCA sounds quite promising, no?

Profilbild von Mitleidstour
Mitleidstourvor 10 Monaten

😱

Profilbild von Rich kids of base
Rich kids of basevor 10 Monaten

Nice

Profilbild von Yuval Karmi
Yuval Karmivor 10 Monaten

that is cool !!

Profilbild von Cris Lenta
Cris Lentavor 10 Monaten

love this!

Profilbild von Jonathan Korstad
Jonathan Korstadvor 10 Monaten

🔥

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