Mohammad J. Saberian

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 6

Top Venues

CoRR

J. Mach. Learn. Res.

NIPS

BMVC

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

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) (2021)
Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
Learning Complexity-Aware Cascades for Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Pedro Morgado, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings. CoRR (2020)
Mohammad J. Saberian, Nuno Vasconcelos
Multiclass Boosting: Margins, Codewords, Losses, and Algorithms. J. Mach. Learn. Res. 20 (2019)
Mohammad J. Saberian, José Costa Pereira, Nuno Vasconcelos, Can Xu
Large Margin Discriminant Dimensionality Reduction in Prediction Space. NIPS (2016)
Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li
Boosted Convolutional Neural Networks. BMVC (2016)
Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
Learning Complexity-Aware Cascades for Deep Pedestrian Detection. CoRR (2015)
Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
Learning Complexity-Aware Cascades for Deep Pedestrian Detection. ICCV (2015)
Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li
Multi-view Face Detection Using Deep Convolutional Neural Networks. ICMR (2015)
Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li
Multi-view Face Detection Using Deep Convolutional Neural Networks. CoRR (2015)
Mohammad J. Saberian, Nuno Vasconcelos
Boosting algorithms for detector cascade learning. J. Mach. Learn. Res. 15 (1) (2014)
Mohammad J. Saberian, Nuno Vasconcelos
Multi-Resolution Cascades for Multiclass Object Detection. NIPS (2014)
Oscar Beijbom, Mohammad J. Saberian, David J. Kriegman, Nuno Vasconcelos
Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting. ICML (2014)
Mohammad J. Saberian, Nuno Vasconcelos
Boosting algorithms for simultaneous feature extraction and selection. CVPR (2012)
Mohammad J. Saberian, Nuno Vasconcelos
Multiclass Boosting: Theory and Algorithms. NIPS (2011)
Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos
TaylorBoost: First and second-order boosting algorithms with explicit margin control. CVPR (2011)
Mohammad J. Saberian, Nuno Vasconcelos
Boosting Classifier Cascades. NIPS (2010)
Ali Ameri, Mohammad J. Saberian, Mohammad Ali Akhaee, Farokh Marvasti
Semi-reversible quantization based data hiding using missing samples recovery technique. ICT (2009)

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Publication Activity (10 Years)

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Mohammad J. Saberian