no code implementations • 18 Mar 2024 • Andrey V. Savchenko
This article presents our results for the sixth Affective Behavior Analysis in-the-wild (ABAW) competition.
1 code implementation • 16 Mar 2023 • Andrey V. Savchenko
In this article, the results of our team for the fifth Affective Behavior Analysis in-the-wild (ABAW) competition are presented.
1 code implementation • 19 Jul 2022 • Andrey V. Savchenko
In the learning from synthetic data challenge, the quality of the original synthetic training set is increased by using the super-resolution techniques, such as Real-ESRGAN.
1 code implementation • 25 Mar 2022 • Andrey V. Savchenko
In this paper, we consider the problem of real-time video-based facial emotion analytics, namely, facial expression recognition, prediction of valence and arousal and detection of action unit points.
2 code implementations • 31 Mar 2021 • Andrey V. Savchenko
In this paper, the multi-task learning of lightweight convolutional neural networks is studied for face identification and classification of facial attributes (age, gender, ethnicity) trained on cropped faces without margins.
no code implementations • 25 Nov 2019 • Andrey V. Savchenko
However, it is possible to combine our approach with conventional CNNs in an ensemble to provide the state-of-the-art results for several event datasets.
no code implementations • 6 Feb 2019 • Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
We propose a general pipeline for applying the most suitable methods to compress recurrent neural networks for language modeling.
no code implementations • 20 Jul 2018 • Andrey V. Savchenko
We modified the MobileNet, which is preliminarily trained to perform face recognition, in order to additionally recognize age and gender.
no code implementations • 17 Sep 2017 • Anastasiia D. Sokolova, Angelina S. Kharchevnikova, Andrey V. Savchenko
In this paper we propose the two-stage approach of organizing information in video surveillance systems.
1 code implementation • 6 Sep 2017 • Alexandr G. Rassadin, Alexey S. Gruzdev, Andrey V. Savchenko
In this paper, we describe our algorithmic approach, which was used for submissions in the fifth Emotion Recognition in the Wild (EmotiW 2017) group-level emotion recognition sub-challenge.
no code implementations • 26 Aug 2017 • Andrey V. Savchenko, Natalya S. Belova
The paper deals with the still-to-video face recognition for the small sample size problem based on computation of distances between high-dimensional deep bottleneck features.
no code implementations • 20 Aug 2017 • Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
In this paper, we consider several compression techniques for the language modeling problem based on recurrent neural networks (RNNs).