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Live3D: Collaborative Neural Rendering Using Anime Character Sheets

25 点作者 lnyan将近 3 年前

4 条评论

mike233将近 3 年前
Simple but effective.<p>CINN looks like a batch-wise pooling.<p>Reviewers today prefer fancy Transformer or NeRF stuff, but the performance may not be that different from those old-school models with some modifications.
fxtentacle将近 3 年前
I was curious and clicked on the [Dataset] link and got this:<p><a href="https:&#x2F;&#x2F;github.com&#x2F;transpchan&#x2F;Live3D&#x2F;issues&#x2F;1" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;transpchan&#x2F;Live3D&#x2F;issues&#x2F;1</a><p>and here&#x27;s the paper review notes:<p><a href="https:&#x2F;&#x2F;github.com&#x2F;transpchan&#x2F;Live3D&#x2F;blob&#x2F;main&#x2F;eccv.pdf" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;transpchan&#x2F;Live3D&#x2F;blob&#x2F;main&#x2F;eccv.pdf</a><p>which complains that it&#x27;s too similar to<p><a href="https:&#x2F;&#x2F;anr-avatars.github.io&#x2F;" rel="nofollow">https:&#x2F;&#x2F;anr-avatars.github.io&#x2F;</a><p>and<p><a href="https:&#x2F;&#x2F;ai.facebook.com&#x2F;research&#x2F;publications&#x2F;continuous-surface-embeddings&#x2F;" rel="nofollow">https:&#x2F;&#x2F;ai.facebook.com&#x2F;research&#x2F;publications&#x2F;continuous-sur...</a><p>To me, this looks like great craftsmanship: They have built a working implementation where others failed. And they found a way to cheaply generate lots of training data. But sadly, research optimizes for novelty, not for usability.
meibo将近 3 年前
I enjoy that the neural net learned how their arms have to clip through their skirts, pretty incredible. Wonder what sampling times on this are.
thenightcrawler将近 3 年前
Is this down?