Zhengyi "Zen" Luo
@zhengyiluo.bsky.social
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Robotics PhD student at CMU | Humanoid Control, Perception, and Behavior. zhengyiluo.com
Been busy bringing PHC/PULSE/Omnigrasp to IsaacLab. Here is hammer lifting
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10 months ago
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Not healthy at all ๐ญ
10 months ago
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Zhengyi "Zen" Luo
David Picard
10 months ago
๐ New preprint alert! ๐ PoM: Efficient Image and Video Generation with the Polynomial Mixer
arxiv.org/abs/2411.12663
This is my latest "summer project" and it was so big I had to call in reinforcements (Thanks
@nicolasdufour.bsky.social
) TL;DR Transformers are for boomers, welcome to the future ๐งต๐
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PoM: Efficient Image and Video Generation with the Polynomial Mixer
Diffusion models based on Multi-Head Attention (MHA) have become ubiquitous to generate high quality images and videos. However, encoding an image or a video as a sequence of patches results in costly...
https://arxiv.org/abs/2411.12663
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Intro ๐ฆ I am a final-year PhD student from CMU Robotics. I work on humanoid control, perception, and behavior in both simulation and real life, using mostly RL: ๐๐ปPHC:
zhengyiluo.com/PHC
๐ซPULSE:
zhengyiluo.com/PULSE
๐ฉOmnigrasp:
zhengyiluo.com/Omnigrasp
๐คOmniH2O:
omni.human2humanoid.com
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10 months ago
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Zhengyi "Zen" Luo
Ankur Handa
10 months ago
My workshop talk at CoRL on our work on dexterity that we've been doing for the past 5 years is here
docs.google.com/presentation...
We have only started to scratch the surface of what we can do with simulations & I hope we can leverage ideas of self-play and alphazero going forward for robotics.
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Zhengyi "Zen" Luo
Eugene Vinitsky ๐
10 months ago
The RL (and some non-RL folks) starter pack is almost full. Pretty clear that the academic move here has succeeded
go.bsky.app/3WPHcHg
add a skeleton here at some point
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Hello Blue Sky
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10 months ago
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