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ORCIDMohammad J. Saberian
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- affiliation: Department of Electrical and Computer Engineering, University of California, San Diego
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Books and Theses
- 2014
[b1]Mohammad J. Saberian:
Multiclass Boosting for Fast Multiclass Object Detection /. University of California, San Diego, USA, 2014
Journal Articles
- 2021
- [j6]Pedro Morgado
, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos:
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings. Int. J. Comput. Vis. 129(2): 419-438 (2021) - 2020
- [j5]Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos:
Learning Complexity-Aware Cascades for Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2195-2211 (2020) - 2019
- [j4]Mohammad J. Saberian, Nuno Vasconcelos:
Multiclass Boosting: Margins, Codewords, Losses, and Algorithms. J. Mach. Learn. Res. 20: 137:1-137:68 (2019) - 2014
- [j3]Mohammad J. Saberian, Nuno Vasconcelos:
Boosting algorithms for detector cascade learning. J. Mach. Learn. Res. 15(1): 2569-2605 (2014) - 2012
- [j2]Mohammad Javad Saberian, Nuno Vasconcelos:
Learning Optimal Embedded Cascades. IEEE Trans. Pattern Anal. Mach. Intell. 34(10): 2005-2018 (2012) - 2009
- [j1]Mohammad Ali Akhaee, Mohammad Javad Saberian, Soheil Feizi, Farokh Marvasti:
Robust Audio Data Hiding Using Correlated Quantization With Histogram-Based Detector. IEEE Trans. Multim. 11(5): 834-842 (2009)
Conference and Workshop Papers
- 2016
- [c13]Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li:
Boosted Convolutional Neural Networks. BMVC 2016 - [c12]Mohammad J. Saberian, José Costa Pereira, Nuno Vasconcelos, Can Xu:
Large Margin Discriminant Dimensionality Reduction in Prediction Space. NIPS 2016: 1480-1488 - 2015
- [c11]Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos:
Learning Complexity-Aware Cascades for Deep Pedestrian Detection. ICCV 2015: 3361-3369 - [c10]Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li:
Multi-view Face Detection Using Deep Convolutional Neural Networks. ICMR 2015: 643-650 - 2014
- [c9]Oscar Beijbom, Mohammad J. Saberian, David J. Kriegman, Nuno Vasconcelos:
Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting. ICML 2014: 586-594 - [c8]Mohammad J. Saberian, Nuno Vasconcelos:
Multi-Resolution Cascades for Multiclass Object Detection. NIPS 2014: 2186-2194 - 2013
- [c7]Jafar Tanha, Mohammad Javad Saberian, Maarten van Someren:
Multiclass Semi-Supervised Boosting Using Similarity Learning. ICDM 2013: 1205-1210 - 2012
- [c6]Mohammad J. Saberian, Nuno Vasconcelos:
Boosting algorithms for simultaneous feature extraction and selection. CVPR 2012: 2448-2455 - 2011
- [c5]Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos:
TaylorBoost: First and second-order boosting algorithms with explicit margin control. CVPR 2011: 2929-2934 - [c4]Mohammad J. Saberian, Nuno Vasconcelos:
Multiclass Boosting: Theory and Algorithms. NIPS 2011: 2124-2132 - 2010
- [c3]Mohammad J. Saberian, Nuno Vasconcelos:
Boosting Classifier Cascades. NIPS 2010: 2047-2055 - 2009
- [c2]Ali Ameri, Mohammad J. Saberian, Mohammad Ali Akhaee, Farokh Marvasti:
Semi-reversible quantization based data hiding using missing samples recovery technique. ICT 2009: 298-302 - 2008
- [c1]Mohammad Javad Saberian, Mohammad Ali Akhaee, Farokh Marvasti:
An invertible quantization based watermarking approach. ICASSP 2008: 1677-1680
Informal and Other Publications
- 2020
- [i3]Pedro Morgado, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos:
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings. CoRR abs/2007.13912 (2020) - 2015
- [i2]Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li:
Multi-view Face Detection Using Deep Convolutional Neural Networks. CoRR abs/1502.02766 (2015) - [i1]Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos:
Learning Complexity-Aware Cascades for Deep Pedestrian Detection. CoRR abs/1507.05348 (2015)
Coauthor Index
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