Andrey V. Savchenko

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 81

Top Topics

Convolutional Neural Network

Nearest Neighbor

Image Recognition

Top Venues

Publications

Andrey V. Savchenko
AutoFace: How to Obtain Mobile Neural Network-Based Facial Feature Extractor in Less Than 10 Minutes? IEEE Access 12 (2024)
Andrey V. Savchenko
HSEmotion Team at the 7th ABAW Challenge: Multi-Task Learning and Compound Facial Expression Recognition. CoRR (2024)
Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Alexandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev
Universal representations for financial transactional data: embracing local, global, and external contexts. CoRR (2024)
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
Neural Click Models for Recommender Systems. SIGIR (2024)
Irina Abdullaeva, Andrei Filatov, Mikhail Orlov, Ivan Karpukhin, Viacheslav Vasilev, Denis Dimitrov, Andrey Kuznetsov, Ivan Kireev, Andrey V. Savchenko
ESQA: Event Sequences Question Answering. CoRR (2024)
Ilia Semenkov, Aleksei Karpov, Andrey V. Savchenko, Ilya Makarov
Inpainting Semantic and Depth Features to Improve Visual Place Recognition in the Wild. IEEE Access 12 (2024)
Mikhail Mozikov, Nikita Severin, Valeria Bodishtianu, Maria Glushanina, Mikhail Baklashkin, Andrey V. Savchenko, Ilya Makarov
The Good, the Bad, and the Hulk-like GPT: Analyzing Emotional Decisions of Large Language Models in Cooperation and Bargaining Games. CoRR (2024)
Andrey V. Savchenko
HSEmotion Team at the 6th ABAW Competition: Facial Expressions, Valence-Arousal and Emotion Intensity Prediction. CoRR (2024)
Veronika Ganeeva, Kuzma Khrabrov, Artur Kadurin, Andrey V. Savchenko, Elena Tutubalina
Chemical Language Models Have Problems with Chemistry: A Case Study on Molecule Captioning Task. Tiny Papers @ ICLR (2024)
Egor Churaev, Andrey V. Savchenko
To Kill a Student's Disengagement: Personalized Engagement Detection in Facial Video. AIED Companion (1) (2024)
Andrey V. Savchenko
EmotiEffNets for Facial Processing in Video-based Valence-Arousal Prediction, Expression Classification and Action Unit Detection. CVPR Workshops (2023)
Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov
Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems. RecSys (2023)
Andrey V. Savchenko
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition. CoRR (2023)
Andrey V. Savchenko
Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction. ICML (2023)
Andrey V. Savchenko, Lyudmila V. Savchenko, Ilya Makarov
Fast Search of Face Recognition Model for a Mobile Device Based on Neural Architecture Comparator. IEEE Access 11 (2023)
Andrey V. Savchenko, Lyudmila V. Savchenko
Three-way classification for sequences of observations. Inf. Sci. 648 (2023)
Egor Churaev, Andrey V. Savchenko
A standalone software for real-time facial analysis in online conferences and e-lessons. Softw. Impacts 16 (2023)
Andrey V. Savchenko
HSE-NN Team at the 4th ABAW Competition: Multi-task Emotion Recognition and Learning from Synthetic Images. CoRR (2022)
Andrey V. Savchenko
HSEmotion: High-speed emotion recognition library. Softw. Impacts 14 (2022)
Andrey V. Savchenko, Vladimir V. Savchenko, Lyudmila V. Savchenko
Gain-optimized spectral distortions for pronunciation training. Optim. Lett. 16 (7) (2022)
Andrey V. Savchenko, Lyudmila V. Savchenko, Ilya Makarov
Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network. IEEE Trans. Affect. Comput. 13 (4) (2022)
Ilya Makarov, Andrey V. Savchenko, Arseny Korovko, Leonid Sherstyuk, Nikita Severin, Dmitrii Kiselev, Aleksandr Mikheev, Dmitrii Babaev
Temporal network embedding framework with causal anonymous walks representations. PeerJ Comput. Sci. 8 (2022)
Andrey V. Savchenko, Natalya S. Belova
Sequential analysis in Fourier probabilistic neural networks. Expert Syst. Appl. 207 (2022)
Andrey V. Savchenko
Personalized Frame-Level Facial Expression Recognition in Video. ICPRAI (1) (2022)
Andrey V. Savchenko
Recommending Restaurants based on Classification of Photos from the Gallery of Mobile Device. SISY (2022)
Andrey V. Savchenko
Video-based Frame-level Facial Analysis of Affective Behavior on Mobile Devices using EfficientNets. CVPR Workshops (2022)
Andrey V. Savchenko
MT-EmotiEffNet for Multi-task Human Affective Behavior Analysis and Learning from Synthetic Data. ECCV Workshops (6) (2022)
Anastasiia D. Sokolova, Andrey V. Savchenko
. IJCNN (2022)
Andrey V. Savchenko
Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile Devices. CoRR (2022)
Andrey V. Savchenko, Kirill V. Demochkin, Ivan S. Grechikhin
Preference prediction based on a photo gallery analysis with scene recognition and object detection. Pattern Recognit. 121 (2022)
Andrey V. Savchenko
Fast inference in convolutional neural networks based on sequential three-way decisions. Inf. Sci. 560 (2021)
Angelina S. Kharchevnikova, Andrey V. Savchenko
Efficient video face recognition based on frame selection and quality assessment. PeerJ Comput. Sci. 7 (2021)
Andrey V. Savchenko
User Preference Prediction in Visual Data on Mobile Devices. IJCNN (2021)
Andrey V. Savchenko
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks. CoRR (2021)
Andrey V. Savchenko, Lyudmila V. Savchenko, Natalya S. Belova
Group-Level Affect Recognition in Video Using Deviation of Frame Features. AIST (2021)
Ilya Makarov, Andrey V. Savchenko, Arseny Korovko, Leonid Sherstyuk, Nikita Severin, Aleksandr Mikheev, Dmitrii Babaev
Temporal Graph Network Embedding with Causal Anonymous Walks Representations. CoRR (2021)
Lyudmila V. Savchenko, Andrey V. Savchenko
Speaker-Aware Training of Speech Emotion Classifier with Speaker Recognition. SPECOM (2021)
Andrey V. Savchenko
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks. SISY (2021)
Artem Sokolov, Andrey V. Savchenko
Gender domain adaptation for automatic speech recognition task. CoRR (2020)
Andrey V. Savchenko, Anton Alekseev, Sejeong Kwon, Elena Tutubalina, Evgeny Myasnikov, Sergey I. Nikolenko
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements. COLING (2020)
Evgeniy V. Miasnikov, Andrey V. Savchenko
Detection and Recognition of Food in Photo Galleries for Analysis of User Preferences. ICIAR (1) (2020)
Andrey V. Savchenko
Probabilistic Neural Network With Complex Exponential Activation Functions in Image Recognition. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Andrey V. Savchenko
Sequential Analysis with Specified Confidence Level and Adaptive Convolutional Neural Networks in Image Recognition. IJCNN (2020)
Andrey V. Savchenko, Evgeniy V. Miasnikov
Event Recognition Based on Classification of Generated Image Captions. IDA (2020)
Polina Demochkina, Andrey V. Savchenko
MobileEmotiFace: Efficient Facial Image Representations in Video-Based Emotion Recognition on Mobile Devices. ICPR Workshops (5) (2020)
Ilya Gavrikov, Andrey V. Savchenko
Efficient Group-Based Cohesion Prediction in Images Using Facial Descriptors. AIST (Supplement) (2020)
Andrey Kuznetsov, Andrey V. Savchenko
A New Sport Teams Logo Dataset for Detection Tasks. ICCVG (2020)
Andrey V. Savchenko, Vladimir V. Savchenko, Lyudmila V. Savchenko
Optimization of Gain in Symmetrized Itakura-Saito Discrimination for Pronunciation Learning. MOTOR (2020)
Andrey V. Savchenko
Event Recognition with Automatic Album Detection based on Sequential Grouping of Confidence Scores and Neural Attention. IJCNN (2020)
Kirill V. Demochkin, Andrey V. Savchenko
Multi-label Image Set Recognition in Visually-Aware Recommender Systems. AIST (2019)
Andrey V. Savchenko, Alexandr G. Rassadin
Scene Recognition in User Preference Prediction Based on Classification of Deep Embeddings and Object Detection. ISNN (2) (2019)
Ivan S. Grechikhin, Andrey V. Savchenko
User Modeling on Mobile Device Based on Facial Clustering and Object Detection in Photos and Videos. IbPRIA (2) (2019)
Andrey V. Savchenko
Efficient facial representations for age, gender and identity recognition in organizing photo albums using multi-output ConvNet. PeerJ Comput. Sci. 5 (2019)
Andrey V. Savchenko
Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning. CoRR (2019)
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Compression of recurrent neural networks for efficient language modeling. Appl. Soft Comput. 79 (2019)
Andrey V. Savchenko
Sequential three-way decisions in multi-category image recognition with deep features based on distance factor. Inf. Sci. 489 (2019)
Anastasiia D. Sokolova, Andrey V. Savchenko
Fast Nearest-Neighbor Classifier Based on Sequential Analysis of Principal Components. AIST (2019)
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Compression of Recurrent Neural Networks for Efficient Language Modeling. CoRR (2019)
Andrey V. Savchenko, Kirill V. Demochkin, Ivan S. Grechikhin
User Preference Prediction in Visual Data on Mobile Devices. CoRR (2019)
Elena Andreeva, Dmitry I. Ignatov, Artem M. Grachev, Andrey V. Savchenko
Extraction of Visual Features for Recommendation of Products via Deep Learning. AIST (2018)
Andrey V. Savchenko
Efficient Facial Representations for Age, Gender and Identity Recognition in Organizing Photo Albums using Multi-output CNN. CoRR (2018)
Andrey V. Savchenko, Natalya S. Belova
Unconstrained face identification using maximum likelihood of distances between deep off-the-shelf features. Expert Syst. Appl. 108 (2018)
Andrey V. Savchenko
Granular Computing and Sequential Analysis of Deep Embeddings in Fast Still-to-Video Face Recognition. SACI (2018)
Andrey V. Savchenko
Efficient Statistical Face Recognition Using Trigonometric Series and CNN Features. ICPR (2018)
Alexander V. Tarasov, Andrey V. Savchenko
Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings. AIST (2018)
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Neural Networks Compression for Language Modeling. PReMI (2017)
Alexandr G. Rassadin, Alexey S. Gruzdev, Andrey V. Savchenko
Group-level emotion recognition using transfer learning from face identification. ICMI (2017)
Andrey V. Savchenko
Maximum-likelihood approximate nearest neighbor method in real-time image recognition. Pattern Recognit. 61 (2017)
Andrey V. Savchenko
Probabilistic Neural Network with Complex Exponential Activation Functions in Image Recognition using Deep Learning Framework. CoRR (2017)
Andrey V. Savchenko, Natalya S. Belova
Maximum A Posteriori Estimation of Distances Between Deep Features in Still-to-Video Face Recognition. CoRR (2017)
Andrey V. Savchenko
Deep Convolutional Neural Networks and Maximum-Likelihood Principle in Approximate Nearest Neighbor Search. IbPRIA (2017)
Anastasiia D. Sokolova, Angelina S. Kharchevnikova, Andrey V. Savchenko
Organizing Multimedia Data in Video Surveillance Systems Based on Face Verification with Convolutional Neural Networks. CoRR (2017)
Alexandr G. Rassadin, Alexey S. Gruzdev, Andrey V. Savchenko
Group-level Emotion Recognition using Transfer Learning from Face Identification. CoRR (2017)
Andrey V. Savchenko
Clustering and maximum likelihood search for efficient statistical classification with medium-sized databases. Optim. Lett. 11 (2) (2017)
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Neural Networks Compression for Language Modeling. CoRR (2017)
Andrey V. Savchenko
Sequential Three-Way Decisions in Efficient Classification of Piecewise Stationary SpeechSignals. IJCRS (2) (2017)
Anastasiia D. Sokolova, Angelina S. Kharchevnikova, Andrey V. Savchenko
Organizing Multimedia Data in Video Surveillance Systems Based on Face Verification with Convolutional Neural Networks. AIST (2017)
Andrey V. Savchenko
Fast multi-class recognition of piecewise regular objects based on sequential three-way decisions and granular computing. Knowl. Based Syst. 91 (2016)
Vladimir R. Milov, Andrey V. Savchenko
Classification of Dangerous Situations for Small Sample Size Problem in Maintenance Decision Support Systems. AIST (2016)
Andrey V. Savchenko
The maximal likelihood enumeration method for the problem of classifying piecewise regular objects. Autom. Remote. Control. 77 (3) (2016)
Andrey V. Savchenko
Pattern Classification with the Probabilistic Neural Networks Based on Orthogonal Series Kernel. ISNN (2016)
Andrey V. Savchenko, Vladimir R. Milov, Natalya S. Belova
Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples. AIST (2015)
Andrey V. Savchenko, Lyudmila V. Savchenko
Towards the creation of reliable voice control system based on a fuzzy approach. Pattern Recognit. Lett. 65 (2015)
Andrey V. Savchenko
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition. PReMI (2015)
Andrey V. Savchenko, Natalya S. Belova
Statistical Testing Of Segment Homogeneity In Classification Of Piecewise-Regular Objects. Int. J. Appl. Math. Comput. Sci. 25 (4) (2015)
Andrey V. Savchenko
Nonlinear Transformation of the Distance Function in the Nearest Neighbor Image Recognition. CompIMAGE (2014)
Andrey V. Savchenko
Maximum Likelihood Directed Enumeration Method in Piecewise-Regular Object Recognition. CoRR (2014)
Vladimir O. Chernousov, Andrey V. Savchenko
A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment. AIST (2014)
Vladimir O. Chernousov, Andrey V. Savchenko
Noise Resistant Morphological Algorithm of Moving Forklift Truck Detection on Noisy Image Data. Int. J. Concept. Struct. Smart Appl. 2 (2) (2014)
Andrey V. Savchenko
Semi-automated Speaker Adaptation: How to Control the Quality of Adaptation? ICISP (2014)
Andrey V. Savchenko, Lyudmila V. Savchenko
Classification of a Sequence of Objects with the Fuzzy Decoding Method. RSCTC (2014)
Andrey V. Savchenko
Real-Time Image Recognition with the Parallel Directed Enumeration Method. ICVS (2013)
Andrey V. Savchenko
Phonetic words decoding software in the problem of Russian speech recognition. Autom. Remote. Control. 74 (7) (2013)
Lyudmila V. Savchenko, Andrey V. Savchenko
Fuzzy Phonetic Decoding Method in a Phoneme Recognition Problem. NOLISP (2013)
Andrey V. Savchenko
Probabilistic neural network with homogeneity testing in recognition of discrete patterns set. Neural Networks 46 (2013)
Andrey V. Savchenko
Statistical Recognition of a Set of Patterns Using Novel Probability Neural Network. ANNPR (2012)
Andrey V. Savchenko
Face Recognition in Real-Time Applications: A Comparison of Directed Enumeration Method and K-d Trees. BIR (2012)
Andrey V. Savchenko
Directed enumeration method in image recognition. Pattern Recognit. 45 (8) (2012)
Andrey V. Savchenko
Image Recognition with a Large Database Using Method of Directed Enumeration Alternatives Modification. RSFDGrC (2011)