On orthogonality and learning recurrent networks with long term dependencies. - Eugene Vorontsov; Chiheb Trabelsi; Samuel Kadoury; Chris Pal (ICML, 2017)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (CoRR, 2017)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Ying Zhang 033; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (ICLR (Poster), 2018)

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. - Titouan Parcollet; Ying Zhang 033; Mohamed Morchid; Chiheb Trabelsi; Georges Linarès; Renato de Mori; Yoshua Bengio (INTERSPEECH, 2018)

Quaternion Recurrent Neural Networks. - Titouan Parcollet; Mirco Ravanelli; Mohamed Morchid; Georges Linarès; Chiheb Trabelsi; Renato De Mori; Yoshua Bengio (ICLR (Poster), 2019)

ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification. - Zhibo Zhang; Jongseong Jang; Chiheb Trabelsi; Ruiwen Li; Scott Sanner; Yeonjeong Jeong; Dongsub Shim (CoRR, 2021)

TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation. - Ruiwen Li; Zheda Mai; Chiheb Trabelsi; Zhibo Zhang; Jongseong Jang; Scott Sanner (CoRR, 2022)