Search Results for author: Danil Galeev

Found 3 papers, 3 papers with code

Learning High-Resolution Domain-Specific Representations with a GAN Generator

1 code implementation18 Jun 2020 Danil Galeev, Konstantin Sofiiuk, Danila Rukhovich, Mikhail Romanov, Olga Barinova, Anton Konushin

Based on this finding, we propose LayerMatch scheme for approximating the representation of a GAN generator that can be used for unsupervised domain-specific pretraining.

Semi-Supervised Semantic Segmentation

IterDet: Iterative Scheme for Object Detection in Crowded Environments

1 code implementation12 May 2020 Danila Rukhovich, Konstantin Sofiiuk, Danil Galeev, Olga Barinova, Anton Konushin

Deep learning-based detectors usually produce a redundant set of object bounding boxes including many duplicate detections of the same object.

object-detection Object Detection

MixMatch Domain Adaptaion: Prize-winning solution for both tracks of VisDA 2019 challenge

1 code implementation9 Oct 2019 Danila Rukhovich, Danil Galeev

We present a domain adaptation (DA) system that can be used in multi-source and semi-supervised settings.

Domain Adaptation

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