Search Results for author: Danil Galeev

Found 4 papers, 3 papers with code

Contour-based Interactive Segmentation

no code implementations13 Feb 2023 Danil Galeev, Polina Popenova, Anna Vorontsova, Anton Konushin

Recent advances in interactive segmentation (IS) allow speeding up and simplifying image editing and labeling greatly.

Interactive Segmentation Segmentation

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 Vocal Bursts Intensity Prediction

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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