HUGE thank you to @yukimasano.bsky.social for hosting me in Nürnberg and Amsterdam, @visionbernie.bsky.social in Erlangen, and @dimadamen.bsky.social in Bristol! Trip of a lifetime. 1/2

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New video! How do LLMs grow outrageously large yet blazingly fast? The secret: Mixture of Experts (MoE) In this video, we cover the role of FFNs, how to scale them without slowing down, and how to maintain load balance and training stability. Full video here: youtu.be/0QQlYR1r6pQ

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In 2024, I was a co-author on "Shaping AI's Impact on Billions of Lives", covering areas we thought AI would have significant impact on the world. A shortened version appears as the cover article in this month's CACM: cacm.acm.org/research/sha... arxiv.org/abs/2412.02730 See: shapingai.com

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Introducing *Edit-by-Track*, a framework that enables precise video motion editing via 3D point tracks. Our method supports a wide range of motion editing applications, including object removal, shape deformation, dynamic view synthesis, and many more! Video explainer: youtu.be/aAj6PIgx20o

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CuSfM: CUDA-Accelerated Structure-from-Motion Jingrui Yu, Jun Liu, Kefei Ren, Joydeep Biswas, Rurui Ye, Keqiang Wu, Chirag Majithia, Di Zeng tl;dr: in title; ALIKED+LightGlue arxiv.org/abs/2510.15271

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