Items where Author is "Larochelle, H."

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Barde, P., Roy, J., Jeon, W., Pineau, J., Nowrouzezahrai, D., & Pal, C. J. (2020, December). Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization [Paper]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (11 pages). External link

Beckham, C., Honari, S., Verma, V., Lamb, A., Ghadiri, F., Hjelm, R. D., Bengio, Y., & Pal, C. J. (2019, December). On adversarial mixup resynthesis [Paper]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. External link

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Gasse, M., Chetelat, D., Ferroni, N., Charlin, L., & Lodi, A. (2019, December). Exact Combinatorial Optimization with Graph Convolutional Neural Networks [Paper]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, B.-C. (13 pages). External link

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Kerg, G., Goyette, K., Touzel, M. P., Gidel, G., Vorontsov, E., Bengio, Y., & Lajoie, G. (2019, December). Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics [Paper]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, B.-C.. External link

Ke, N. R., Goyal, A., Bilaniuk, O., Binas, J., Mozer, M. C., Pal, C. J., & Bengio, Y. (2018, December). Sparse attentive backtracking: Temporal credit assignment through reminding [Paper]. 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada (12 pages). External link

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Lim, J. H., Pinheiro, P. O., Rostamzadeh, N., Pal, C. J., & Ahn, S. (2019, December). Neural Multisensory Scene Inference [Paper]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, B.-C.. External link

Li, R., Kahou, S. E., Schulz, H., Michalski, V., Charlin, L., & Pal, C. J. (2018, December). Towards deep conversational recommendations [Paper]. 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada (11 pages). External link

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Moniz, J. R. A., Beckham, C., Rajotte, S., Honari, S., & Pal, C. J. (2018, December). Unsupervised depth estimation, 3D face rotation and replacement [Paper]. 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada (11 pages). External link

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Ramstedt, S., & Pal, C. J. (2019, December). Real-Time Reinforcement Learning [Paper]. 33rd International Conference on Neural Information Processing Systems (NIPS 2019), Vancouver, British Columbia, Canada. External link

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Subramanian, S., Rajeswar, S., Sordoni, A., Trischler, A., Courville, A., & Pal, C. J. (2018, December). Towards text generation with adversarially learned neural outlines [Paper]. 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada (13 pages). External link