Search Results for author: Valeriy Berezovskiy

Found 2 papers, 1 papers with code

Weight Averaging Improves Knowledge Distillation under Domain Shift

1 code implementation20 Sep 2023 Valeriy Berezovskiy, Nikita Morozov

While it is widely known that KD can offer an improvement to student generalization in i. i. d setting, its performance under domain shift, i. e. the performance of student networks on data from domains unseen during training, has received little attention in the literature.

Domain Generalization Knowledge Distillation

Image quality prediction using synthetic and natural codebooks: comparative results

no code implementations20 Dec 2022 Maxim Koroteev, Kirill Aistov, Valeriy Berezovskiy, Pavel Frolov

We investigate a model for image/video quality assessment based on building a set of codevectors representing in a sense some basic properties of images, similar to well-known CORNIA model.

Video Quality Assessment

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