Mohammad J. Saberian

According to our database, Mohammad J. Saberian authored at least 20 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings.

Pedro Morgado, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos

Int. J. Comput. Vis., 2021

2020

Learning Complexity-Aware Cascades for Pedestrian Detection.

Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2020

2019

Multiclass Boosting: Margins, Codewords, Losses, and Algorithms.

Mohammad J. Saberian, Nuno Vasconcelos

J. Mach. Learn. Res., 2019

2016

Large Margin Discriminant Dimensionality Reduction in Prediction Space.

Mohammad J. Saberian, José Costa Pereira, Nuno Vasconcelos, Can Xu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Boosted Convolutional Neural Networks.

Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Multi-view Face Detection Using Deep Convolutional Neural Networks.

Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Learning Complexity-Aware Cascades for Deep Pedestrian Detection.

Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Multiclass Boosting for Fast Multiclass Object Detection /.

Mohammad J. Saberian

PhD thesis, 2014

Boosting algorithms for detector cascade learning.

Mohammad J. Saberian, Nuno Vasconcelos

J. Mach. Learn. Res., 2014

Multi-Resolution Cascades for Multiclass Object Detection.

Mohammad J. Saberian, Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting.

Oscar Beijbom, Mohammad J. Saberian, David J. Kriegman, Nuno Vasconcelos

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Multiclass Semi-Supervised Boosting Using Similarity Learning.

Jafar Tanha, Mohammad Javad Saberian, Maarten van Someren

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Learning Optimal Embedded Cascades.

Mohammad Javad Saberian, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Boosting algorithms for simultaneous feature extraction and selection.

Mohammad J. Saberian, Nuno Vasconcelos

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Multiclass Boosting: Theory and Algorithms.

Mohammad J. Saberian, Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

TaylorBoost: First and second-order boosting algorithms with explicit margin control.

Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Boosting Classifier Cascades.

Mohammad J. Saberian, Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Robust Audio Data Hiding Using Correlated Quantization With Histogram-Based Detector.

Mohammad Ali Akhaee, Mohammad Javad Saberian, Soheil Feizi, Farokh Marvasti

IEEE Trans. Multim., 2009

Semi-reversible quantization based data hiding using missing samples recovery technique.

Ali Ameri, Mohammad J. Saberian, Mohammad Ali Akhaee, Farokh Marvasti

Proceedings of the 2009 International Conference on Telecommunications, 2009

2008

An invertible quantization based watermarking approach.

Mohammad Javad Saberian, Mohammad Ali Akhaee, Farokh Marvasti

Proceedings of the IEEE International Conference on Acoustics, 2008