Search Results for author: Dmitry Senushkin

Found 2 papers, 1 papers with code

Independent Component Alignment for Multi-task Learning

no code implementations29 Sep 2021 Dmitry Senushkin, Iaroslav Melekhov, Mikhail Romanov, Anton Konushin, Juho Kannala, Arno Solin

We present a novel gradient-based multi-task learning (MTL) approach that balances training in multi-task systems by aligning the independent components of the training objective.

Camera Relocalization Multi-Label Image Classification +2

Decoder Modulation for Indoor Depth Completion

1 code implementation18 May 2020 Dmitry Senushkin, Mikhail Romanov, Ilia Belikov, Anton Konushin, Nikolay Patakin

Our second contribution is a novel training strategy that allows us to train on a semi-dense sensor data when the ground truth depth map is not available.

Depth Completion Depth Estimation +1

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