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Hasan, M. K., & Pal, C. J. (2019). A new smooth approximation to the zero one loss with a probabilistic interpretation. ACM Transactions on Knowledge Discovery from Data, 14(1), 1-28. Lien externe
Vorontsov, E., Cerny, M., Régnier, P., Di Jorio, L., Pal, C. J., Lapointe, R., Vandenbroucke-Menu, F., Turcotte, S., Kadoury, S., & Tang, A. (2019). Deep learning for automated segmentation of liver lesions at cCT in patients with colorectal cancer liver metastases. Radiology: Artificial Intelligence, 1(2), 180014. Lien externe
Beckham, C., Honari, S., Lamb, A., Verma, V., Ghadiri, F., Hjelm, R. D., & Pal, C. J. (mai 2019). Adversarial mixup resynthesizers [Communication écrite]. Deep Generative Models for Highly Structured Data (DGS@ICLR 2019 Workshop), New Orleans, LA (20 pages). Lien externe
Beckham, C., Honari, S., Verma, V., Lamb, A., Ghadiri, F., Hjelm, R. D., Bengio, Y., & Pal, C. J. (décembre 2019). On adversarial mixup resynthesis [Communication écrite]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. Lien externe
Krueger, D., Maharaj, T., Kramar, J., Pezeshki, M., Ballas, N., Ke, N. R., Goyal, A., Bengio, Y., Courville, A., & Pal, C. J. (avril 2017). Zoneout: Regularizing rNNs by randomly preserving hidden activations [Communication écrite]. 5th International Conference on Learning Representations (ICLR 2017), Toulon, France (11 pages). Lien externe
Lim, J. H., Pinheiro, P. O., Rostamzadeh, N., Pal, C. J., & Ahn, S. (décembre 2019). Neural Multisensory Scene Inference [Communication écrite]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, B.-C.. Lien externe
Ramstedt, S., & Pal, C. J. (décembre 2019). Real-Time Reinforcement Learning [Communication écrite]. 33rd International Conference on Neural Information Processing Systems (NIPS 2019), Vancouver, British Columbia, Canada. Lien externe
Sankar, C., Subramanian, S., Pal, C. J., Chandar, S., & Bengio, Y. (juillet 2019). Do neural dialog systems use the conversation history effectively? An empirical study [Communication écrite]. 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy. Lien externe
Piche, A., Thomas, V., Ibrahim, C., Bengio, Y., & Pal, C. J. (mai 2019). Probabilistic planning with sequential Monte Carlo methods [Affiche]. 7th International Conference on Learning Representations, New Orleans, Louisiana (8 pages). Lien externe
Ramstedt, S., & Pal, C. J. (décembre 2019). Real-time reinforcement learning [Affiche]. 33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, B.-C. (1 page). Lien externe
