Saberian, Mohammad

6 publications

JMLR 2019 Multiclass Boosting: Margins, Codewords, Losses, and Algorithms Mohammad Saberian, Nuno Vasconcelos

NeurIPS 2016 Large Margin Discriminant Dimensionality Reduction in Prediction Space Mohammad Saberian, Jose Costa Pereira, Can Xu, Jian Yang, Nuno Nvasconcelos

ICCV 2015 Learning Complexity-Aware Cascades for Deep Pedestrian Detection Zhaowei Cai, Mohammad Saberian, Nuno Vasconcelos

JMLR 2014 Boosting Algorithms for Detector Cascade Learning Mohammad Saberian, Nuno Vasconcelos

ICML 2014 Guess-Averse Loss Functions for Cost-Sensitive Multiclass Boosting Oscar Beijbom, Mohammad Saberian, David Kriegman, Nuno Vasconcelos

NeurIPS 2014 Multi-Resolution Cascades for Multiclass Object Detection Mohammad Saberian, Nuno Vasconcelos