Search Results for author: Nadav Carmel

Found 2 papers, 0 papers with code

Do More With What You Have: Transferring Depth-Scale from Labeled to Unlabeled Domains

no code implementations14 Mar 2023 Alexandra Dana, Nadav Carmel, Amit Shomer, Ofer Manela, Tomer Peleg

We use this observed property to transfer the depth-scale from source datasets that have absolute depth labels to new target datasets that lack these measurements, enabling absolute depth predictions in the target domain.

Depth Estimation Depth Prediction

Fast and Accurate Gaussian Kernel Ridge Regression Using Matrix Decompositions for Preconditioning

no code implementations25 May 2019 Gil Shabat, Era Choshen, Dvir Ben Or, Nadav Carmel

This paper presents a method for building a preconditioner for a kernel ridge regression problem, where the preconditioner is not only effective in its ability to reduce the condition number substantially, but also efficient in its application in terms of computational cost and memory consumption.

regression

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