Documents publiés en "2017"

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Chartrand, G., Cheng, P. M., Vorontsov, E., Drozdzal, M., Turcotte, S., Pal, C. J., Kadoury, S., & Tang, A. (2017). Deep Learning: A Primer for Radiologists. RadioGraphics, 37(7), 2113-2131. Lien externe

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Fu, J., Ng, R., Chen, D., Ilievski, I., Pal, C. J., & Chua, T.-S. (août 2017). Neural Optimizers with hypergradients for tuning parameter-wise learning rates [Communication écrite]. Automatic Machine Learning Workshop (ICML 2017), Sydney, Australia (8 pages). Non disponible

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Havaei, M., Davy, A., Warde-Farley, D., Biard, A., Courville, A., Bengio, Y., Pal, C. J., Jodoin, P.-M., & Larochelle, H. (2017). Brain tumor segmentation with Deep Neural Networks. Medical Image Analysis, 35, 18-31. Lien externe

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Ibrahim, M.-H., Pal, C. J., & Pesant, G. (2017). Improving probabilistic inference in graphical models with determinism and cycles. Machine Learning, 106(1), 1-54. Lien externe

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Kahou, S. E., Michalski, V., Memisevic, R., Pal, C. J., & Vincent, P. (juillet 2017). RATM: Recurrent Attentive Tracking Model [Communication écrite]. 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2017), Honolulu, HI, United states. Lien externe

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Maharaj, T., Ballas, N., Rohrbach, A., Courville, A., & Pal, C. J. (juillet 2016). A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering [Communication écrite]. 30th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI. Lien externe

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Racah, E., Beckham, C., Maharaj, T., Kahou, S. E., Prabha, H., & Pal, C. J. (décembre 2017). Extreme weather : a large-scale climate dataset for semi-supervised detection, localization and understanding of extreme weather events [Communication écrite]. 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA. Lien externe

Rohrbach, A., Torabi, A., Rohrbach, M., Tandon, N., Pal, C. J., Larochelle, H., Courville, A., & Schiele, B. (2017). Movie description. International Journal of Computer Vision, 123(1), 94-120. Disponible

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Witten, I. H., Frank, E., Hall, M. A., & Pal, C. J. (2017). Data mining. Lien externe

Witten, I. H., Frank, E., Hall, M. A., & Pal, C. J. (2017). Extending instance-based and linear models. Dans Data Mining (243-284). Lien externe