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U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection

May 18, 2020
Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaiane, Martin Jagersand

* Accepted in Pattern Recognition 2020 

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Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning

Jan 26, 2020
Abhishek Nan, Anandh Perumal, Osmar R. Zaiane

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Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems

Sep 11, 2019
Mansour Saffar Mehrjardi, Amine Trabelsi, Osmar R. Zaiane

* Appeared in proceedings of Recent Advances in Natural Language Processing (RANLP) Conference, 2019 

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Contrastive Reasons Detection and Clustering from Online Polarized Debate

Aug 01, 2019
Amine Trabelsi, Osmar R. Zaiane

* Best paper award in CICLing 2019: International Conference on Computational Linguistics and Intelligent Text Processing 

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Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control

Mar 07, 2018
Shangtong Zhang, Osmar R. Zaiane

* NIPS 2017 Deep Reinforcement Learning Symposium 

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