According to our database1, Margarita Osadchy authored at least 36 papers between 1999 and 2020.
Legend:Book In proceedings Article PhD thesis Other
LSHR-Net: A hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network.
Data-Independent Neural Pruning via Coresets.
Proceedings of the 8th International Conference on Learning Representations, 2020
It is All in the System's Parameters: Privacy and Security Issues in Transforming Biometric Raw Data into Binary Strings.
IEEE Trans. Dependable Secur. Comput., 2019
LDA classifier monitoring in distributed streaming systems.
J. Parallel Distributed Comput., 2019
Hinge-Minimax Learner for the Ensemble of Hyperplanes.
J. Mach. Learn. Res., 2018
Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning.
Dynamic Spectrum Matching with One-shot Learning.
No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples, With Applications to CAPTCHA Generation.
IEEE Trans. Information Forensics and Security, 2017
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution.
Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples.
GenFace: Improving Cyber Security Using Realistic Synthetic Face Generation.
Proceedings of the Cyber Security Cryptography and Machine Learning, 2017
Recognition Using Hybrid Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples with Applications to CAPTCHA.
IACR Cryptol. ePrint Arch., 2016
HoneyFaces: Increasing the Security and Privacy of Authentication Using Synthetic Facial Images.
K-hyperplane Hinge-Minimax Classifier.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Recognition Using Specular Highlights.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Secure authentication from facial attributeswith no privacy loss.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013
Hybrid Classifiers for Object Classification with a Rich Background.
Proceedings of the Computer Vision - ECCV 2012, 2012
Using specular highlights as pose invariant features for 2D-3D pose estimation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
SCiFI - A System for Secure Face Identification.
Proceedings of the 31st IEEE Symposium on Security and Privacy, 2010
Illumination invariant representation for privacy preserving face identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Using specularities in comparing 3D models and 2D images.
Comput. Vis. Image Underst., 2008
Loose shape model for discriminative learning of object categories.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Surface Dependent Representations for Illumination Insensitive Image Comparison.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Synergistic Face Detection and Pose Estimation with Energy-Based Models.
J. Mach. Learn. Res., 2007
Incorporating the Boltzmann Prior in Object Detection Using SVM.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
On the Equivalence of Common Approaches to Lighting Insensitive Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
A rejection-based method for event detection in video.
IEEE Trans. Circuits Syst. Video Techn., 2004
Efficient detection under varying illumination conditions and image plane rotations.
Comput. Vis. Image Underst., 2004
Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination.
Proceedings of the Computer Vision, 2004
Using Specularities for Recognition.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Antifaces: A Novel, Fast Method for Image Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2001
Image Detection Under Varying Illumination and Pose.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Anti-Sequences: Event Detection by Frame Stacking.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
Anti-Faces for Detection.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
Restoring subsampled color images.
Mach. Vis. Appl., 1999