Deep Self-Taught Learning for Handwritten Character Recognition - Frédéric Bastien; Yoshua Bengio; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (CoRR, 2010)

TSV-LR: topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords. - Youssouf Chherawala; Robert Wisnovsky; Mohamed Cheriet (HIP@ICDAR, 2011)

Deep Learners Benefit More from Out-of-Distribution Examples. - Yoshua Bengio; Frédéric Bastien; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (AISTATS, 2011)

Sparse descriptor for lexicon reduction in handwritten Arabic documents. - Youssouf Chherawala; Robert Wisnovsky; Mohamed Cheriet (ICPR, 2012)

Shape recognition on a Riemannian manifold. - Youssouf Chherawala; Mohamed Cheriet (ISSPA, 2012)

W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents. - Youssouf Chherawala; Mohamed Cheriet (Pattern Recognit., 2012)

Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated? - Youssouf Chherawala; Partha Pratim Roy 001; Mohamed Cheriet (ICDAR, 2013)

An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition. - Guoqiang Zhong 001; Youssouf Chherawala; Mohamed Cheriet (ICDAR, 2013)

Deep-Belief-Network Based Rescoring Approach for Handwritten Word Recognition. - Partha Pratim Roy 001; Youssouf Chherawala; Mohamed Cheriet (ICFHR, 2014)

Context-dependent blstm models. Application to offline handwriting recognition. - Youssouf Chherawala; Partha Pratim Roy 001; Mohamed Chenet (ICIP, 2014)

Arabic word descriptor for handwritten word indexing and lexicon reduction. - Youssouf Chherawala; Mohamed Cheriet (Pattern Recognit., 2014)

Stretching deep architectures for text recognition. - Yuchen Zheng; Yajuan Cai; Guoqiang Zhong 001; Youssouf Chherawala; Yaxin Shi; Junyu Dong (ICDAR, 2015)

Feature Set Evaluation for Offline Handwriting Recognition Systems: Application to the Recurrent Neural Network Model. - Youssouf Chherawala; Partha Pratim Roy 001; Mohamed Cheriet (IEEE Trans. Cybern., 2016)

Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition. - Youssouf Chherawala; Partha Pratim Roy 001; Mohamed Cheriet (Pattern Recognit. Lett., 2017)

Embedded Large-Scale Handwritten Chinese Character Recognition. - Youssouf Chherawala; Hans J. G. A. Dolfing; Ryan S. Dixon; Jerome R. Bellegarda (ICASSP, 2020)

Data Incubation - Synthesizing Missing Data for Handwriting Recognition. - Jen-Hao Rick Chang; Martin Bresler; Youssouf Chherawala; Adrien Delaye; Thomas Deselaers; Ryan S. Dixon; Oncel Tuzel (ICASSP, 2022)