Publications

(2023). Multi-Constraint Safe RL with Objective Suppression for Safety-Critical Applications. In ML4AD 2023 Symposium.

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(2023). Mutual modality learning for video action classification. Computer Optics.

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(2023). Many Heads but One Brain: Fusion Brain - a Competition and a Single Multimodal Multitask Architecture. Computer Optics.

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(2022). Smoothed Embeddings for Certified Few-Shot Learning. In NeurIPS 2022.

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(2022). Nonparametric Uncertainty Quantification for Single Deterministic Neural Network. In NeurIPS 2022.

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(2022). Quadric Hypersurface Intersection for Manifold Learning in Feature Space. In AISTATS 2022.

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(2022). CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks. In AAAI 2022.

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(2022). Geometry-Inspired Top-K Adversarial Perturbations. In WACV 2022.

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(2021). Nonparametric Uncertainty Quantification for Single Deterministic Neural Network. In NeurIPS 2021 DistShift Workshop.

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(2021). Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation.

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(2021). MDMMT: Multidomain Multimodal Transformer for Video Retrieval. In CVPR 2021 HVU Workshop.

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(2021). Darker than Black-Box: Face Reconstruction from Similarity Queries.

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(2020). Robustness Threats of Differential Privacy. In NeurIPS 2020 PPML Workshop.

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(2020). Artificial Intelligence: Problems and Prospects. Intelligent Systems. Theory and Applications.

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(2020). Black-Box Face Recovery from Identity Features. In ECCV 2020 CV-COPS Workshop.

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(2019). Real-world Attack on MTCNN Face Detection System. In SIBIRCON 2019.

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(2019). On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System. In SIBIRCON 2019.

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(2018). Apparatus and method for data compression. WO2018139947A1.

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(2017). Method of Optimal Non-linear Stretching of Symmetric Matrices for Recognition Tasks. Intelligent systems. Theory and applications.

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(2016). On Optimal Non-linear Stretching of Self-comparison Matrices for 1D Signals. Intelligent Systems. Theory and Applications.

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(2016). Target image generation utilizing a functional based on functions of information from other images. US9430813B2.

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(2016). Chomsky Hierarchy for Matrices of Bigram Languages. Intelligent Systems. Theory and Applications.

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(2016). Incremental preamble detection. US9362977B2.

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(2016). Three-Dimensional Region of Interest Tracking Based on Key Frame Matching. US9336431B2.

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(2016). Image processor with evaluation layer implementing software and hardware algorithms of different precision. US9323995B2.

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(2016). Test signal generator for low-density parity-check decoder. US9294128B2.

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(2016). Methods and apparatus for merging depth images generated using distinct depth imaging techniques. US20160005179A1.

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(2015). Preamble detection using vector processors. US9184787B2.

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(2015). Depth Image Generation Utilizing Pseudoframes Each Comprising Multiple Phase Images. US20150310622A1.

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(2015). Image Processor with Static Hand Pose Recognition Utilizing Contour Triangulation and Flattening. US20150278589A1.

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(2015). Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform. US20150278582A1.

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(2015). Image Processor Comprising Gesture Recognition System with Static Hand Pose Recognition Based on First and Second Sets of Features. US20150253863A1.

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(2015). Trapping-set database for a low-density parity-check decoder. US9124297B2.

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(2015). Image processor comprising gesture recognition system with static hand pose recognition based on dynamic warping. WO2015112194A2.

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(2015). On Context-free Bigram Languages. Intelligent Systems.

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(2015). Method for selecting a LDPC candidate code. US9037944B2.

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(2015). Image processor comprising gesture recognition system with computationally-efficient static hand pose recognition. WO2015065520A1.

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(2015). Finite state machine cursor and dynamic gesture detector recognition. WO2015060896A1.

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(2015). Dynamic hand gesture recognition with selective enabling based on detected hand velocity. WO2015057263A1.

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(2015). Motion compensation method and apparatus for depth images. WO2015057098A1.

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(2015). Gesture recognition method and apparatus based on analysis of multiple candidate boundaries. WO2015012896A1.

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(2014). Time-domain acoustic echo control. US8824667B2.

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(2014). On Cardinality of Bigram Languages. Discrete Mathematics and Applications.

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(2014). Fast echo gain change detection. US8817970B2.

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(2014). Feature Point Based Robust Three-Dimensional Rigid Body Registration. US20140226895A1.

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(2014). Stochastic vector based network echo cancellation. US8804946B2.

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(2014). Chunk-based double-dwell preamble detection. US8804672B2.

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(2014). Intra-mode prediction for a video transcoder. US8780983B2.

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(2014). Superresolution image processing using an invertible sparse matrix. US20140193092A1.

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(2014). On Ring Bigram Languages. In Problems of Theoretical Cybernetics 2014.

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(2014). On Bigram Languages. Discrete Mathematics and Applications.

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(2014). Image processing method and apparatus for elimination of depth artifacts. WO2014065887A1.

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(2014). Motion estimation for a video transcoder. US8711941B2.

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(2014). Accelerator for a read-channel design and simulation tool. US8713495B2.

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(2014). On Cardinality of Bigram Languages. Discrete Mathematics.

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(2013). On Frequency Bigram Languages. Intelligent Systems.

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(2013). On Bigram Languages. Discrete Mathematics.

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(2012). Soft attenuation of high-power signals. US20120224684A1.

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(2012). Music detection using spectral peak analysis. US20120158401A1.

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(2012). On Asymptotic Estimations for Bigram Languages. In Discrete Mathematics and Its Applications 2012.

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(2012). Frequency Languages. Intelligent Systems in Production.

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(2012). On Cardinality of Frequency Bigram Language. In Lomonosov 2012.

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(2011). On Frequency Bigram Languages. In Intelligent Systems and Computer Science 2011.

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(2011). On Application of Markov Random Fileds for Noise Removal. In Lomonosov 2011.

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(2010). On Markov Random Fields and Their Relationship with Markov Chains. Intelligent Systems.

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(2010). On Markov Random Fields. In Discrete Mathematics and Its Applications 2010.

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(2006). 1D Noisy Recognition Analysis (Shortened Version). In Discrete Models in the Theory of Control Systems 2006.

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(2005). 1D Noisy Recognition Analysis. In Youth in Science 2005.

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