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Daniel Mendelevitch Hi!👋 I'm a rising senior at UCLA who's really into neural networks. I'm interning at Luma this summer working on video generation research. Previously, I was a research engineer at Stability AI, where I worked on Stable Video Diffusion. I'm super interested in generative video models and the representations they learn. |
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Research |
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Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
Andreas Blattmann*, Tim Dockhorn*, Sumith Kulal*, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, Robin Rombach arXiv, 2023 (weights) / (paper) A generative text-to-video and image-to-video model scaled to a large pre-training dataset. We explore the impact of different data-filtering and synthetic captioning techniques to train powerful foundation video models. |
Projects |
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Video2dataset
Maciej Kilian, Romain Beaumont, Daniel Mendelevitch, Sumith Kulal, Andreas Blattmann (blogpost)
A tool to easily create large-scale video datasets from urls. |
Code borrowed from Jon Barron 😅