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2020 – today
- 2024
[j20]Yingying Wu
, Jinchao Liu, Yan Wang, Stuart J. Gibson, Margarita Osadchy, Yongchun Fang:
Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant Wavenumbers. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3845-3861 (2024)- [j19]Xin Niu, Enyi Li, Jinchao Liu, Yan Wang, Margarita Osadchy, Yongchun Fang:
Mind the Gap: Learning Modality-Agnostic Representations With a Cross-Modality UNet. IEEE Trans. Image Process. 33: 655-670 (2024) - [j18]Alaa Maalouf, Gilad Eini, Ben Mussay, Dan Feldman, Margarita Osadchy:
A Unified Approach to Coreset Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6893-6905 (2024) - [i12]Lukas Heinrich, Tobias Golling, Michael Kagan, Samuel Klein, Matthew Leigh, Margarita Osadchy, John Andrew Raine:
Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models. CoRR abs/2401.13537 (2024) - 2023
- [j17]Daniel Keren, Margarita Osadchy, Amit Shahar:
A Fast and Reliable Solution to PnP, Using Polynomial Homogeneity and a Theorem of Hilbert. Sensors 23(12): 5585 (2023) - [i11]Murad Tukan, Alaa Maalouf, Margarita Osadchy:
Dataset Distillation Meets Provable Subset Selection. CoRR abs/2307.08086 (2023) - 2022
- [j16]Ben Mussay, Dan Feldman, Samson Zhou, Vladimir Braverman, Margarita Osadchy:
Data-Independent Structured Pruning of Neural Networks via Coresets. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7829-7841 (2022) - 2021
- [j15]Danny Keller, Margarita Osadchy, Orr Dunkelman:
Inverting Binarizations of Facial Templates Produced by Deep Learning (and Its Implications). IEEE Trans. Inf. Forensics Secur. 16: 4184-4196 (2021) - [i10]Alaa Maalouf, Gilad Eini, Ben Mussay, Dan Feldman, Margarita Osadchy:
A Unified Approach to Coreset Learning. CoRR abs/2111.03044 (2021) - 2020
- [j14]Fangliang Bai, Jinchao Liu, Xiaojuan Liu, Margarita Osadchy, Chao Wang, Stuart J. Gibson:
LSHR-Net: A hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network. Neurocomputing 406: 169-181 (2020) - [c18]Ben Mussay, Margarita Osadchy, Vladimir Braverman, Samson Zhou, Dan Feldman:
Data-Independent Neural Pruning via Coresets. ICLR 2020 - [i9]Fangliang Bai, Jinchao Liu, Xiaojuan Liu, Margarita Osadchy, Chao Wang, Stuart J. Gibson:
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network. CoRR abs/2004.13173 (2020) - [i8]Ben Mussay, Dan Feldman, Samson Zhou, Vladimir Braverman, Margarita Osadchy:
Data-Independent Structured Pruning of Neural Networks via Coresets. CoRR abs/2008.08316 (2020) - [i7]Danny Keller, Margarita Osadchy, Orr Dunkelman:
Fuzzy Commitments Offer Insufficient Protection to Biometric Templates Produced by Deep Learning. CoRR abs/2012.13293 (2020)
2010 – 2019
- 2019
- [j13]Ran Bernstein, Margarita Osadchy, Daniel Keren, Assaf Schuster:
LDA classifier monitoring in distributed streaming systems. J. Parallel Distributed Comput. 123: 156-167 (2019) - [j12]Margarita Osadchy, Orr Dunkelman:
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. 16(5): 796-804 (2019) - 2018
- [j11]Dolev Raviv, Tamir Hazan, Margarita Osadchy:
Hinge-Minimax Learner for the Ensemble of Hyperplanes. J. Mach. Learn. Res. 19: 62:1-62:30 (2018) - [i6]Jinchao Liu, Stuart J. Gibson, James Mills, Margarita Osadchy:
Dynamic Spectrum Matching with One-shot Learning. CoRR abs/1806.09981 (2018) - [i5]Jinchao Liu, Stuart J. Gibson, Margarita Osadchy:
Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning. CoRR abs/1808.07270 (2018) - 2017
- [j10]Margarita Osadchy, Julio C. Hernandez-Castro, Stuart J. Gibson, Orr Dunkelman, Daniel Pérez-Cabo:
No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples, With Applications to CAPTCHA Generation. IEEE Trans. Inf. Forensics Secur. 12(11): 2640-2653 (2017) - [c17]Margarita Osadchy, Yan Wang, Orr Dunkelman, Stuart J. Gibson, Julio C. Hernandez-Castro, Christopher J. Solomon:
GenFace: Improving Cyber Security Using Realistic Synthetic Face Generation. CSCML 2017: 19-33 - [i4]Dolev Raviv, Margarita Osadchy:
Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples. CoRR abs/1702.01293 (2017) - [i3]Jinchao Liu, Margarita Osadchy, Lorna Ashton, Michael Foster, Christopher J. Solomon, Stuart J. Gibson:
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. CoRR abs/1708.09022 (2017) - 2016
- [j9]Margarita Osadchy, Daniel Keren, Dolev Raviv:
Recognition Using Hybrid Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 38(4): 759-771 (2016) - [i2]Mor Ohana, Orr Dunkelman, Stuart J. Gibson, Margarita Osadchy:
HoneyFaces: Increasing the Security and Privacy of Authentication Using Synthetic Facial Images. CoRR abs/1611.03811 (2016) - [i1]Margarita Osadchy, Julio C. Hernandez-Castro, Stuart J. Gibson, Orr Dunkelman, Daniel Pérez-Cabo:
No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples with Applications to CAPTCHA. IACR Cryptol. ePrint Arch. 2016: 336 (2016) - 2015
- [c16]Margarita Osadchy, Tamir Hazan, Daniel Keren:
K-hyperplane Hinge-Minimax Classifier. ICML 2015: 1558-1566 - 2013
- [j8]Aaron Netz, Margarita Osadchy:
Recognition Using Specular Highlights. IEEE Trans. Pattern Anal. Mach. Intell. 35(3): 639-652 (2013) - [c15]Orr Dunkelman, Margarita Osadchy, Mahmood Sharif:
Secure authentication from facial attributeswith no privacy loss. CCS 2013: 1403-1406 - 2012
- [c14]Margarita Osadchy, Daniel Keren, Bella Fadida-Specktor:
Hybrid Classifiers for Object Classification with a Rich Background. ECCV (5) 2012: 284-297 - 2011
- [c13]Aaron Netz, Margarita Osadchy:
Using specular highlights as pose invariant features for 2D-3D pose estimation. CVPR 2011: 721-728 - 2010
- [c12]Boaz Moskovich, Margarita Osadchy:
Illumination invariant representation for privacy preserving face identification. CVPR Workshops 2010: 154-161 - [c11]Margarita Osadchy, Benny Pinkas, Ayman Jarrous, Boaz Moskovich:
SCiFI - A System for Secure Face Identification. IEEE Symposium on Security and Privacy 2010: 239-254
2000 – 2009
- 2008
- [j7]Margarita Osadchy, David W. Jacobs, Ravi Ramamoorthi, David Tucker:
Using specularities in comparing 3D models and 2D images. Comput. Vis. Image Underst. 111(3): 275-294 (2008) - [c10]Margarita Osadchy, Elran Morash:
Loose shape model for discriminative learning of object categories. CVPR 2008 - 2007
- [j6]Margarita Osadchy, Yann LeCun, Matthew L. Miller:
Synergistic Face Detection and Pose Estimation with Energy-Based Models. J. Mach. Learn. Res. 8: 1197-1215 (2007) - [j5]Margarita Osadchy, David W. Jacobs, Michael Lindenbaum:
Surface Dependent Representations for Illumination Insensitive Image Comparison. IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 98-111 (2007) - 2006
- [c9]Margarita Osadchy, Yann LeCun, Matthew L. Miller:
Synergistic Face Detection and Pose Estimation with Energy-Based Models. Toward Category-Level Object Recognition 2006: 196-206 - [c8]Margarita Osadchy, Daniel Keren:
Incorporating the Boltzmann Prior in Object Detection Using SVM. CVPR (2) 2006: 2095-2101 - 2005
- [c7]Margarita Osadchy, David W. Jacobs, Michael Lindenbaum:
On the Equivalence of Common Approaches to Lighting Insensitive Recognition. ICCV 2005: 1721-1726 - 2004
- [j4]Margarita Osadchy, Daniel Keren:
Efficient detection under varying illumination conditions and image plane rotations. Comput. Vis. Image Underst. 93(3): 245-259 (2004) - [j3]Margarita Osadchy, Daniel Keren:
A rejection-based method for event detection in video. IEEE Trans. Circuits Syst. Video Technol. 14(4): 534-541 (2004) - [c6]Margarita Osadchy, Michael Lindenbaum, David W. Jacobs:
Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination. ECCV (4) 2004: 217-228 - [c5]Margarita Osadchy, Matthew L. Miller, Yann LeCun:
Synergistic Face Detection and Pose Estimation with Energy-Based Models. NIPS 2004: 1017-1024 - 2003
- [c4]Margarita Osadchy, David W. Jacobs, Ravi Ramamoorthi:
Using Specularities for Recognition. ICCV 2003: 1512-1519 - 2001
- [j2]Daniel Keren, Margarita Osadchy, Craig Gotsman:
Antifaces: A Novel, Fast Method for Image Detection. IEEE Trans. Pattern Anal. Mach. Intell. 23(7): 747-761 (2001) - [c3]Margarita Osadchy, Daniel Keren, Yaniv Gal:
Anti-Sequences: Event Detection by Frame Stacking. CVPR (2) 2001: 46-51 - [c2]Margarita Osadchy, Daniel Keren:
Image Detection Under Varying Illumination and Pose. ICCV 2001: 668-673 - 2000
- [c1]Daniel Keren, Margarita Osadchy, Craig Gotsman:
Anti-Faces for Detection. ECCV (1) 2000: 134-148
1990 – 1999
- 1999
- [j1]Daniel Keren, Margarita Osadchy:
Restoring subsampled color images. Mach. Vis. Appl. 11(4): 197-202 (1999)
Coauthor Index
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last updated on 2024-09-09 01:12 CEST by the dblp team
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