Výsledky vyhledávání - "Arora, Vaibhav"

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CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow

Autor: Weinzaepfel, Philippe, Lucas, Thomas, Leroy, Vincent, Cabon, Yohann, Arora, Vaibhav, Brégier, Romain, Csurka, Gabriela, Antsfeld, Leonid, Chidlovskii, Boris, Revaud, Jérôme

Despite impressive performance for high-level downstream tasks, self-supervised pre-training methods have not yet fully delivered on dense geometric vision tasks such as stereo matching or optical flow. The application of self-supervised concepts, su

Externí odkaz: http://arxiv.org/abs/2211.10408

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CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion

Autor: Weinzaepfel, Philippe, Leroy, Vincent, Lucas, Thomas, Brégier, Romain, Cabon, Yohann, Arora, Vaibhav, Antsfeld, Leonid, Chidlovskii, Boris, Csurka, Gabriela, Revaud, Jérôme

Masked Image Modeling (MIM) has recently been established as a potent pre-training paradigm. A pretext task is constructed by masking patches in an input image, and this masked content is then predicted by a neural network using visible patches as so

Externí odkaz: http://arxiv.org/abs/2210.10716

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