Margarita Osadchy

Most-cited papers

Synergistic Face Detection and Pose Estimation with Energy-Based Models
Margarita Osadchy, Yann LeCun, Matthew L. Miller
2004Journal of machine learning research431 citations
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Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution
Jin-Chao Liu, Margarita Osadchy, L. Ashton, Michael Foster +2 more
2017In Analysis378 citations Open access
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SCiFI - A System for Secure Face Identification
Margarita Osadchy, Benny Pinkas, Ayman Jarrous, Boaz Moskovich
2010IEEE Symposium on Security and Privacy253 citations
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No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples, With Applications to CAPTCHA Generation
Margarita Osadchy, J. Hernandez-Castro, S. Gibson, O. Dunkelman +1 more
2017IEEE Transactions on Information Forensics and Security184 citations Open access
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Antifaces: A Novel, Fast Method for Image Detection
Daniel Keren, Margarita Osadchy, C. Gotsman
2001IEEE Transactions on Pattern Analysis and Machine Intelligence76 citations
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Maps of protein structure space reveal a fundamental relationship between protein structure and function
Margarita Osadchy, Rachel Kolodny
2011Proceedings of the National Academy of Sciences of the United States of America71 citations Open access
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Data-Independent Neural Pruning via Coresets
Ben Mussay, Margarita Osadchy, V. Braverman, Samson Zhou +1 more
2019International Conference on Learning Representations68 citations
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Using specularities for recognition
Margarita Osadchy, D. Jacobs, Ravi Ramamoorthi
2003Proceedings Ninth IEEE International Conference on Computer Vision64 citations
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Restoring subsampled color images
Daniel Keren, Margarita Osadchy
1999Machine Vision and Applications55 citations
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Dynamic Spectrum Matching with One-shot Learning
Jin-Chao Liu, S. Gibson, J. Mills, Margarita Osadchy
2018Chemometrics and Intelligent Laboratory Systems44 citations Open access
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Using deep learning to predict human decisions and using cognitive models to explain deep learning models
Matan Fintz, Margarita Osadchy, Uri Hertz
2022Scientific Reports36 citations Open access
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Data-Independent Structured Pruning of Neural Networks via Coresets
Ben Mussay, Dan Feldman, Samson Zhou, V. Braverman +1 more
2020IEEE Transactions on Neural Networks and Learning Systems29 citations Open access
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Surface Dependent Representations for Illumination Insensitive Image Comparison
Margarita Osadchy, D. Jacobs, M. Lindenbaum
2007IEEE Transactions on Pattern Analysis and Machine Intelligence29 citations Open access
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A Unified Approach to Coreset Learning
Alaa Maalouf, Gilad Eini, Ben Mussay, Dan Feldman +1 more
2021IEEE Transactions on Neural Networks and Learning Systems28 citations Open access
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Illumination invariant representation for privacy preserving face identification
Boaz Moskovich, Margarita Osadchy
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops20 citations
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Recognition Using Specular Highlights
Aaron Netz, Margarita Osadchy
2013IEEE Transactions on Pattern Analysis and Machine Intelligence19 citations
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A rejection-based method for event detection in video
Margarita Osadchy, Daniel Keren
2004IEEE transactions on circuits and systems for video technology (Print)18 citations
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It is All in the System's Parameters: Privacy and Security Issues in Transforming Biometric Raw Data into Binary Strings
Margarita Osadchy, O. Dunkelman
2019IEEE Transactions on Dependable and Secure Computing16 citations
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Recognition Using Hybrid Classifiers
Margarita Osadchy, Daniel Keren, Dolev Raviv
2016IEEE Transactions on Pattern Analysis and Machine Intelligence14 citations
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How Deep Learning Tools Can Help Protein Engineers Find Good Sequences.
Margarita Osadchy, Rachel Kolodny
2021Journal of Physical Chemistry B13 citations Open access
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Fuzzy Commitments Offer Insufficient Protection to Biometric Templates Produced by Deep Learning
Danny Keller, Margarita Osadchy, O. Dunkelman
2020arXiv.org13 citations
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Efficient detection under varying illumination conditions and image plane rotations
Margarita Osadchy, Daniel Keren
2004Computer Vision and Image Understanding11 citations
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Image detection under varying illumination and pose
Margarita Osadchy, Daniel Keren
2001Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 200111 citations
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LDA classifier monitoring in distributed streaming systems
Ran Bernstein, Margarita Osadchy, Daniel Keren, A. Schuster
2019J. Parallel Distributed Comput.10 citations
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Inverting Binarizations of Facial Templates Produced by Deep Learning (and Its Implications)
Danny Keller, Margarita Osadchy, O. Dunkelman
2021IEEE Transactions on Information Forensics and Security9 citations
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Hybrid Classifiers for Object Classification with a Rich Background
Margarita Osadchy, Daniel Keren, Bella Fadida-Specktor
2012European Conference on Computer Vision9 citations
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Using specularities in comparing 3D models and 2D images
Margarita Osadchy, D. Jacobs, Ravi Ramamoorthi, David Tucker
2008Computer Vision and Image Understanding9 citations
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Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination
Margarita Osadchy, M. Lindenbaum, D. Jacobs
2004European Conference on Computer Vision9 citations Open access
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Dataset Distillation Meets Provable Subset Selection
M. Tukan, Alaa Maalouf, Margarita Osadchy
2023arXiv.org8 citations Open access
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Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning
Jin-Chao Liu, S. Gibson, Margarita Osadchy
2018arXiv.org8 citations
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K-hyperplane Hinge-Minimax Classifier
Margarita Osadchy, Tamir Hazan, Daniel Keren
2015International Conference on Machine Learning8 citations
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Using specular highlights as pose invariant features for 2D-3D pose estimation
Aaron Netz, Margarita Osadchy
2011Computer Vision and Pattern Recognition8 citations
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Incorporating the Boltzmann Prior in Object Detection Using SVM
Margarita Osadchy, Daniel Keren
2006Computer Vision and Pattern Recognition8 citations
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Mapping Atomic-Scale Metal–Molecule Interactions: Salient Feature Extraction through Autoencoding of Vibrational Spectroscopy Data
Alex Poppe, J. Griffiths, Shu Hu, J. Baumberg +3 more
2023Journal of Physical Chemistry Letters7 citations Open access
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Hinge-Minimax Learner for the Ensemble of Hyperplanes
Dolev Raviv, Tamir Hazan, Margarita Osadchy
2018Journal of machine learning research7 citations
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On the equivalence of common approaches to lighting insensitive recognition
Margarita Osadchy, D. Jacobs, M. Lindenbaum
2005Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 17 citations Open access
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GenFace: Improving Cyber Security Using Realistic Synthetic Face Generation
Margarita Osadchy, Yan Wang, O. Dunkelman, S. Gibson +2 more
2017International Conference on Cyber Security Cryptography and Machine Learning6 citations
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Anti-Faces for Detection
Daniel Keren, Margarita Osadchy, C. Gotsman
2000European Conference on Computer Vision5 citations
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HoneyFaces: Increasing the Security and Privacy of Authentication Using Synthetic Facial Images
Mor Ohana, O. Dunkelman, S. Gibson, Margarita Osadchy
2016arXiv.org4 citations
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A Fast and Reliable Solution to PnP, Using Polynomial Homogeneity and a Theorem of Hilbert
D. Keren, Margarita Osadchy, Amit Shahar
2023Italian National Conference on Sensors3 citations Open access
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POSTER: Secure authentication from facial attributeswith no privacy loss
O. Dunkelman, Margarita Osadchy, Mahmood Sharif
2013Conference on Computer and Communications Security3 citations
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Reconstructing Protected Biometric Templates from Binary Authentication Results
Eliron Rahimi, Margarita Osadchy, O. Dunkelman
20252025 IEEE International Joint Conference on Biometrics (IJCB)2 citations
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Using Deep Learning to Predict Human Decisions, and Cognitive Models to Explain Deep Learning Models
Matan Fintz, Margarita Osadchy, Uri Hertz
2021bioRxiv2 citations Open access
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LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network
Fangliang Bai, Jin-Chao Liu, Xiaojuan Liu, Margarita Osadchy +2 more
2020Neurocomputing2 citations Open access
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Loose shape model for discriminative learning of object categories
Margarita Osadchy, Elran Morash
20082008 IEEE Conference on Computer Vision and Pattern Recognition2 citations
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Anti-sequences: event detection by frame stacking
Margarita Osadchy, Daniel Keren, Y. Gal
2001Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 20011 citations
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How Much Feedback Is Needed to Break Template Protection? The Geometric Vulnerability of Biometric Authentication
Eliron Rahimi, Margarita Osadchy, O. Dunkelman
20260 citations
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A practical, fast method for solving sum-of-squares problems for very large polynomials
Daniel Keren, Margarita Osadchy, Roi Poranne
2024arXiv.org0 citations
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Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples
Dolev Raviv, Margarita Osadchy
2017arXiv.org0 citations
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Face Detection Benchmark Database Data Set Location Description
Ming-Hsuan Yang, D. Kriegman, N. Ahuja, Margarita Osadchy +6 more
20070 citations
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