Valentinos Pariza

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Computer Vision (1)Multimodal Models (1)Open-Source Models & Weights (1)

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Shashanka Venkataramanan (1)Mohammadreza Salehi (1)Lukas Knobel (1)Spyros Gidaris (1)

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Jul 18, 2025

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Franca leapfrogs proprietary vision models like DINOv2 and CLIP, proving open-source can win on performance and transparency in visual representation learning.

Shashanka Venkataramanan, Valentinos Pariza, Mohammadreza Salehi +58

Computer Vision Multimodal Models Open-Source Models & Weights

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Valentinos Pariza

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Papers (1)