Mohammad Saberian
Mohammad Saberian
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Title
Cited by
Cited by
Year
Multi-view face detection using deep convolutional neural networks
SS Farfade, MJ Saberian, LJ Li
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
4882015
Learning complexity-aware cascades for deep pedestrian detection
Z Cai, M Saberian, N Vasconcelos
Proceedings of the IEEE International Conference on Computer Vision, 3361-3369, 2015
2732015
Multiclass Boosting: Theory and Algorithms
MJ Saberian, N Vasconcelos
Neural Information Processing Systems (NIPS), 2011
922011
Boosted Convolutional Neural Networks.
M Moghimi, SJ Belongie, MJ Saberian, J Yang, N Vasconcelos, LJ Li
BMVC 5, 6, 2016
822016
Boosting Classifier Cascades.
MJ Saberian, N Vasconcelos
NIPS 23, 2047-2055, 2010
56*2010
Robust audio data hiding using correlated quantization with histogram-based detector
MA Akhaee, MJ Saberian, S Feizi, F Marvasti
IEEE Transactions on Multimedia 11 (5), 834-842, 2009
482009
Learning optimal embedded cascades
MJ Saberian, N Vasconcelos
IEEE transactions on pattern analysis and machine intelligence 34 (10), 2005 …, 2012
322012
Taylorboost: First and second-order boosting algorithms with explicit margin control
MJ Saberian, H Masnadi-Shirazi, N Vasconcelos
CVPR 2011, 2929-2934, 2011
312011
Boosting algorithms for detector cascade learning
M Saberian, N Vasconcelos
The Journal of Machine Learning Research 15 (1), 2569-2605, 2014
272014
Guess-averse loss functions for cost-sensitive multiclass boosting
O Beijbom, M Saberian, D Kriegman, N Vasconcelos
International Conference on Machine Learning, 586-594, 2014
222014
An invertible quantization based watermarking approach
MJ Saberian, MA Akhaee, F Marvasti
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
202008
Boosting Algorithms for Simultaneous Feature Extraction and Selection
MJ Saberian, N Vasconcelos
Computer Vision and Pattern Recognition (CVPR), 2012
122012
Face detection
M Saberian, SS Farfade, J Li
US Patent 9,852,492, 2017
112017
Learning complexity-aware cascades for pedestrian detection
Z Cai, MJ Saberian, N Vasconcelos
IEEE transactions on pattern analysis and machine intelligence, 2019
92019
Multi-resolution cascades for multiclass object detection
M Saberian, N Vasconcelos
Advances in Neural Information Processing Systems, 2186-2194, 2014
62014
Multiclass semi-supervised boosting using similarity learning
J Tanha, MJ Saberian, M van Someren
2013 IEEE 13th International Conference on Data Mining, 1205-1210, 2013
42013
Using context to improve cascaded pedestrian detection
M Saberian, Z Cai, J Lee, N Vasconcelos
2014 International SoC Design Conference (ISOCC), 152-153, 2014
32014
Multiclass Boosting: Margins, Codewords, Losses, and Algorithms.
MJ Saberian, N Vasconcelos
Journal of Machine Learning Research 20 (137), 1-68, 2019
22019
Boosted deep convolutional neural networks (CNNs)
M Saberian, J Li, J Yang
US Patent 9,805,305, 2017
22017
Gradient Boosted Decision Tree Neural Network
M Saberian, P Delgado, Y Raimond
arXiv preprint arXiv:1910.09340, 2019
12019
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Articles 1–20