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Oncel Tuzel

@onceltuzel.bsky.social
20 followers 13 following 1 posts

AI researcher at Apple

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Oncel Tuzel @onceltuzel.bsky.social · 07/05/2025
Check out the code, models, and demo iOS/macOS app using MLX for our fast vision-language models, FastVLM: github.com/apple/ml-fas... Paper: "FastVLM: Efficient Vision Encoding for Vision Language Models", Anasosalu et al., CVPR 2025 arxiv.org/abs/2412.13303 #CVPR2025 #Apple #research
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Reposted by Oncel Tuzel
Marco Cuturi @marcocuturi.bsky.social · 22/01/2025
Today is a great day for optimal transport 🎉! Lots of gratitude 🙏 for all folks who contributed to ott-jax.readthedocs.io and pushed for the MOSCOT (now @ nature!) paper, from visionaries @dominik1klein.bsky.social, G. Palla, Z. Piran to the magician, Michal Klein! ❤️ www.nature.com/articles/s41...
nature.com
Mapping cells through time and space with moscot - Nature
Moscot is an optimal transport approach that overcomes current limitations of similar methods to enable multimodal, scalable and consistent single-cell analyses of datasets across spatial and temporal...
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Reposted by Oncel Tuzel
Cem Koç @cemkoch.bsky.social · 19/12/2024
For more, check out our paper on arxiv: arxiv.org/abs/2412.13303 With the amazing people: @pavankumarvasu.bsky.social , Fartash Faghri, Chun-Liang Li, Hadi Pouransari, Nate True, Albert Antony, Gokul Santhanam, James Gabriel, Peter Grasch, and @onceltuzel.bsky.social
arxiv.org
FastVLM: Efficient Vision Encoding for Vision Language Models
Scaling the input image resolution is essential for enhancing the performance of Vision Language Models (VLMs), particularly in text-rich image understanding tasks. However, popular visual encoders su...
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Reposted by Oncel Tuzel
Jiatao Gu @jgu32.bsky.social · 04/12/2024
🤔Image-to-3D, monocular depth estimation, camera pose estimation, …, can we achieve all of this with just ONE model easily? 🚀Our answer is Yes -- Excited to introduce our latest work: World-consistent Video Diffusion (WVD) with Explicit 3D Modeling! arxiv.org/abs/2412.01821
WVD Pipeline
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