Andreas Blattman is an AI researcher at Stability AI. He discusses unexpected spatial reasoning capabilities discovered when fine-tuning Stable Video Diffusion.
“We showed that by our three D fine tuning. This was, by the way, this was completely surprising for me seeing that model after a 1002 thousand iterations, like already getting what is like, three D reasoning or like explicit three D reasoning.”
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More from Andreas Blattman
What-if
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“Open sourcing, like a foundation model as stable diffusion initially, that led to a whole lot of research on these models, which was, yeah, it was in, in retrospect, extremely important to do this. I think otherwise we wouldn't have seen the improvements we sa…”
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“I think video is, is like an awesome kind of data because you, to solve that task, to solve video generation, a model needs to Learn much about like physical properties of the world of like the physical foundations of the world that there is so much without kn…”
Andreas BlattmanFeb 17, 2024▶ 12:01Text to Video: The Next Leap in AI Generation
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“So for diffusion models, it's really important to have a high batch size, because the gradients gets, like, you can approximate the gradient, which thrives the learning much better if the batch size is higher. And especially for diffusion models, it's like rea…”
Andreas BlattmanFeb 17, 2024▶ 17:43Text to Video: The Next Leap in AI Generation
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