+ Papers in refereed conference proceedings
«Dead-ends and secure exploration in reinforcement learning»Fatemi, Mehdi and Sharma, Shikhar and van Seijen, Harm and Kahou, Samira Ebrahimi” 36th International Conference on Machine Learning, ICML 2019 2019. |
«Deep-hurricane-tracker: Tracking and forecasting extreme climate events»Kim, Sookyung and Kim, Hyojin and Lee, Joonseok and Yoon, Sangwoong and Kahou, Samira E. and Kashinath, Karthik and Prabhat” Proceedings – 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019 2019. |
«Towards non-saturating recurrent units for modelling long-term dependencies»Chandar, Sarath and Sankar, Chinnadhurai and Vorontsov, Eugene and Kahou, Samira Ebrahimi and Bengio, Yoshua” arXiv 2019. |
«An empirical study of batch normalization and group normalization in conditional computation»Michalski, Vincent and Voleti, Vikram and Kahou, Samira Ebrahimi and Ortiz, Anthony and Vincent, Pascal and Pal, Chris and Precup, Doina” arXiv 2019. |
«Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction»El-Nouby, Alaaeldin and Sharma, Shikhar and Schulz, Hannes and Hjelm, Devon and Asri, Layla El and Kahou, Samira Ebrahimi and Bengio, Yoshua and Taylor, Graham W.” arXiv 2018. |
«Towards deep conversational recommendations»Li, Raymond and Kahou, Samira Ebrahimi and Schulz, Hannes and Michalski, Vincent and Charlin, Laurent and Pal, Chris” arXiv 2018. |
«ChatPainter: Improving text to image generation using dialogue»Sharma, Shikhar and Suhubdy, Dendi and Michalski, Vincent and Kahou, Samira Ebrahimi and Bengio, Yoshua” arXiv 2018. |
«RATM: Recurrent Attentive Tracking Model»Kahou, Samira Ebrahimi and Michalski, Vincent and Memisevic, Roland and Pal, Christopher and Vincent, Pascal” IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2017. |
«RATM: Recurrent Attentive Tracking Model»Kahou, Samira Ebrahimi and Michalski, Vincent and Memisevic, Roland and Pal, Christopher and Vincent, Pascal” IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2017. |
«Figureqa: An annotated figure dataset for visual reasoning»Kahou, Samira Ebrahimi and Michalski, Vincent and Atkinson, Adam and Kádár, Ákos and Trischler, Adam and Bengio, Yoshua” arXiv 2017. |
«The ‘Something Something’ Video Database for Learning and Evaluating Visual Common Sense»Goyal, Raghav and Kahou, Samira Ebrahimi and Michalski, Vincent and Materzynska, Joanna and Westphal, Susanne and Kim, Heuna and Haenel, Valentin and Fruend, Ingo and Yianilos, Peter and Mueller-Freitag, Moritz and Hoppe, Florian and Thurau, Christian and Bax, Ingo and Memisevic, Roland” Proceedings of the IEEE International Conference on Computer Vision 2017. |
«Figureqa: An annotated figure dataset for visual reasoning»Kahou, Samira Ebrahimi and Michalski, Vincent and Atkinson, Adam and Kádár, Ákos and Trischler, Adam and Bengio, Yoshua” arXiv 2017. |
«Do deep convolutional nets really need to be deep and convolutional?»Urban, Gregor and Geras, Krzysztof J. and Kahou, Samira Ebrahimi and Aslan, Ozlem and Wang, Shengjie and Mohamed, Abdelrahman and Philipose, Matthai and Richardson, Matt and Caruana, Rich” 5th International Conference on Learning Representations, ICLR 2017 – Conference Track Proceedings 2017. |
«FitNets: Hints for thin deep nets»Romero, Adriana and Ballas, Nicolas and Kahou, Samira Ebrahimi and Chassang, Antoine and Gatta, Carlo and Bengio, Yoshua” 3rd International Conference on Learning Representations, ICLR 2015 – Conference Track Proceedings 2015. |
«EmoNets: Multimodal deep learning approaches for emotion recognition in video»Kahou, S Ebrahimi and Bouthillier, X and Lamblin, P and …” arXiv 2015. |
«Recurrent neural networks for emotion recognition in video»Kahou, Samira Ebrahimi and Michalski, Vincent and Konda, Kishore and Memisevic, Roland and Pal, Christopher” ICMI 2015 – Proceedings of the 2015 ACM International Conference on Multimodal Interaction 2015. |
«Combining modality specific deep neural networks for emotion recognition in video»Kahou, Samira Ebrahimi and Pal, Christopher and Bouthillier, Xavier and Froumenty, Pierre and Gülçehre, Çaǧlar and Memisevic, Roland and Vincent, Pascal and Courville, Aaron and Bengio, Yoshua and Ferrari, Raul Chandias and Mirza, Mehdi and Jean, Sébastien and Carrier, Pierre Luc and Dauphin, Yann and Boulanger-Lewandowski, Nicolas and Aggarwal, Abhishek and Zumer, Jeremie and Lamblin, Pascal and Raymond, Jean Philippe and Desjardins, Guillaume and Pascanu, Razvan and Warde-Farley, David and Torabi, Atousa and Sharma, Arjun and Bengio, Emmanuel and Konda, Kishore Reddy and Wu, Zhenzhou” ICMI 2013 – Proceedings of the 2013 ACM International Conference on Multimodal Interaction 2013. |
«Statistical approach to image classification»Kahou, Samira Ebrahimi and Sulema, Yevgeniya” 2010 IEEE International Conference on Automation, Quality and Testing, Robotics, AQTR 2010 – Proceedings 2010. |
