Publications | Dr.Alex

SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models

Fri, 28 Feb 2025 00:00:00 +0000

DiffScene: Diffusion-Based Safety-Critical Scenario Generation for Autonomous Vehicles

Thu, 27 Feb 2025 00:00:00 +0000

CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving

Fri, 14 Jun 2024 00:00:00 +0000

Multi-Constraint Safe RL with Objective Suppression for Safety-Critical Applications

Thu, 14 Dec 2023 00:00:00 +0000

Mutual modality learning for video action classification

Sat, 01 Jul 2023 00:00:00 +0000

Many Heads but One Brain: Fusion Brain - a Competition and a Single Multimodal Multitask Architecture

Sun, 01 Jan 2023 00:00:00 +0000

Nonparametric Uncertainty Quantification for Single Deterministic Neural Network

Thu, 01 Dec 2022 00:00:00 +0000

Smoothed Embeddings for Certified Few-Shot Learning

Thu, 01 Dec 2022 00:00:00 +0000

Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations

Sat, 23 Jul 2022 00:00:00 +0000

Quadric Hypersurface Intersection for Manifold Learning in Feature Space

Mon, 28 Mar 2022 00:00:00 +0000

CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks

Sat, 26 Feb 2022 00:00:00 +0000

Geometry-Inspired Top-K Adversarial Perturbations

Mon, 03 Jan 2022 00:00:00 +0000

Nonparametric Uncertainty Quantification for Single Deterministic Neural Network

Mon, 13 Dec 2021 00:00:00 +0000

Manifold Hypothesis in Data Analysis: Double Geometrically-Probabilistic Approach to Manifold Dimension Estimation

Thu, 01 Jul 2021 00:00:00 +0000

Darker than Black-Box: Face Reconstruction from Similarity Queries

Tue, 01 Jun 2021 00:00:00 +0000

MDMMT: Multidomain Multimodal Transformer for Video Retrieval

Tue, 01 Jun 2021 00:00:00 +0000

AdvHat: Real-World Adversarial Attack on ArcFace Face ID System

Sun, 03 Jan 2021 00:00:00 +0000

Mentioned in video.

Robustness Threats of Differential Privacy

Fri, 11 Dec 2020 00:00:00 +0000

Artificial Intelligence: Problems and Prospects

Thu, 01 Oct 2020 00:00:00 +0000

Black-Box Face Recovery from Identity Features

Fri, 28 Aug 2020 00:00:00 +0000

On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System

Fri, 25 Oct 2019 00:00:00 +0000

Real-world Attack on MTCNN Face Detection System

Fri, 25 Oct 2019 00:00:00 +0000

Apparatus and method for data compression

Thu, 02 Aug 2018 00:00:00 +0000

Method of Optimal Non-linear Stretching of Symmetric Matrices for Recognition Tasks

Thu, 01 Jun 2017 00:00:00 +0000

On Optimal Non-linear Stretching of Self-comparison Matrices for 1D Signals

Thu, 01 Dec 2016 00:00:00 +0000

Target image generation utilizing a functional based on functions of information from other images

Tue, 30 Aug 2016 00:00:00 +0000

Chomsky Hierarchy for Matrices of Bigram Languages

Fri, 01 Jul 2016 00:00:00 +0000

Incremental preamble detection

Tue, 07 Jun 2016 00:00:00 +0000

Three-Dimensional Region of Interest Tracking Based on Key Frame Matching

Tue, 10 May 2016 00:00:00 +0000

Image processor with evaluation layer implementing software and hardware algorithms of different precision

Tue, 26 Apr 2016 00:00:00 +0000

Test signal generator for low-density parity-check decoder

Tue, 22 Mar 2016 00:00:00 +0000

Methods and apparatus for merging depth images generated using distinct depth imaging techniques

Thu, 07 Jan 2016 00:00:00 +0000

Preamble detection using vector processors

Tue, 10 Nov 2015 00:00:00 +0000

Depth Image Generation Utilizing Pseudoframes Each Comprising Multiple Phase Images

Thu, 29 Oct 2015 00:00:00 +0000

Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform

Thu, 01 Oct 2015 00:00:00 +0000

Image Processor with Static Hand Pose Recognition Utilizing Contour Triangulation and Flattening

Thu, 01 Oct 2015 00:00:00 +0000

Image Processor Comprising Gesture Recognition System with Static Hand Pose Recognition Based on First and Second Sets of Features

Thu, 10 Sep 2015 00:00:00 +0000

Trapping-set database for a low-density parity-check decoder

Tue, 01 Sep 2015 00:00:00 +0000

Image processor comprising gesture recognition system with static hand pose recognition based on dynamic warping

Thu, 30 Jul 2015 00:00:00 +0000

On Context-free Bigram Languages

Wed, 01 Jul 2015 00:00:00 +0000

Method for selecting a LDPC candidate code

Tue, 19 May 2015 00:00:00 +0000

Image processor comprising gesture recognition system with computationally-efficient static hand pose recognition

Thu, 07 May 2015 00:00:00 +0000

Finite state machine cursor and dynamic gesture detector recognition

Thu, 30 Apr 2015 00:00:00 +0000

Dynamic hand gesture recognition with selective enabling based on detected hand velocity

Thu, 23 Apr 2015 00:00:00 +0000

Motion compensation method and apparatus for depth images

Fri, 03 Apr 2015 00:00:00 +0000

Gesture recognition method and apparatus based on analysis of multiple candidate boundaries

Thu, 29 Jan 2015 00:00:00 +0000

On Cardinality of Bigram Languages

Tue, 02 Sep 2014 00:00:00 +0000

Time-domain acoustic echo control

Tue, 02 Sep 2014 00:00:00 +0000

Fast echo gain change detection

Tue, 26 Aug 2014 00:00:00 +0000

Feature Point Based Robust Three-Dimensional Rigid Body Registration

Thu, 14 Aug 2014 00:00:00 +0000

Chunk-based double-dwell preamble detection

Tue, 12 Aug 2014 00:00:00 +0000

Stochastic vector based network echo cancellation

Tue, 12 Aug 2014 00:00:00 +0000

Intra-mode prediction for a video transcoder

Tue, 15 Jul 2014 00:00:00 +0000

Superresolution image processing using an invertible sparse matrix

Thu, 10 Jul 2014 00:00:00 +0000

On Ring Bigram Languages

Mon, 16 Jun 2014 00:00:00 +0000

Image processing method and apparatus for elimination of depth artifacts

Thu, 01 May 2014 00:00:00 +0000

On Bigram Languages

Thu, 01 May 2014 00:00:00 +0000

Accelerator for a read-channel design and simulation tool

Tue, 29 Apr 2014 00:00:00 +0000

Motion estimation for a video transcoder

Tue, 29 Apr 2014 00:00:00 +0000

On Cardinality of Bigram Languages

Tue, 01 Apr 2014 00:00:00 +0000

On Frequency Bigram Languages

Fri, 01 Nov 2013 00:00:00 +0000

On Bigram Languages

Mon, 01 Jul 2013 00:00:00 +0000

Soft attenuation of high-power signals

Thu, 06 Sep 2012 00:00:00 +0000

Music detection using spectral peak analysis

Thu, 21 Jun 2012 00:00:00 +0000

On Asymptotic Estimations for Bigram Languages

Wed, 20 Jun 2012 00:00:00 +0000

Frequency Languages

Sat, 12 May 2012 00:00:00 +0000

On Cardinality of Frequency Bigram Language

Wed, 11 Apr 2012 00:00:00 +0000

On Frequency Bigram Languages

Wed, 07 Dec 2011 00:00:00 +0000

On Application of Markov Random Fileds for Noise Removal

Wed, 13 Apr 2011 00:00:00 +0000

On Markov Random Fields and Their Relationship with Markov Chains

Thu, 01 Jul 2010 00:00:00 +0000

On Markov Random Fields

Wed, 03 Feb 2010 00:00:00 +0000

1D Noisy Recognition Analysis (Shortened Version)

Wed, 01 Mar 2006 00:00:00 +0000

1D Noisy Recognition Analysis

Tue, 01 Nov 2005 00:00:00 +0000