2021-04 |
Continuous coordination as a realistic scenario for lifelong learning |
Badrinaaraayanan, Akilesh |
Courville, Aaron; Anbil Parthipan, Sarath Chandar |
2021-04 |
Efficient frequency-space methods for light transport caching |
Dubouchet, Renaud Adrien |
Nowrouzezahrai, Derek |
2021-03 |
Extending domain-specific modeling editors with multi-touch interactions |
Hossain, Md Rifat |
Syriani, Eugene; Sahraoui, Houari |
2021-03 |
A study of virtual reality-mediated affective state and cognitive decline in Alzheimer’s disease |
Byrns, Alexie |
Frasson, Claude |
2021-03 |
Locality and compositionality in representation learning for complex visual tasks |
Sylvain, Tristan |
Bengio, Yoshua; Hjelm, Rex Devon |
2021-02 |
Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains |
Ben Abdellah, Amal |
L’Ecuyer, Pierre |
2020-12 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
2020-12 |
Identifying electrons with deep learning methods |
Kahya, Emre Onur |
Tapp, Alain; Arguin, Jean-François |
2020-12 |
Recommandation conversationnelle : écoutez avant de parlez |
Vachon, Nicholas |
Charlin, Laurent; Pal, Christopher |
2020-12 |
A data-driven discrete elastic rod model for shells and solids |
Patarroyo, Keith Y. |
Thomaszewski, Bernhard |
2020-12 |
A deep learning theory for neural networks grounded in physics |
Scellier, Benjamin |
Bengio, Yoshua |
2020-12 |
Modélisation des réseaux de régulation de l’expression des gènes par les microARN |
Poirier-Morency, Guillaume |
Major, François |
2020-12 |
Modeling functional brain activity of human working memory using deep recurrent neural networks |
Sainath, Pravish |
Lajoie, Guillaume; Bellec, Pierre |
2020-12 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
2020-12 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
2020-12 |
Learning discrete word embeddings to achieve better interpretability and processing efficiency |
Beland-Leblanc, Samuel |
Tapp, Alain |
2020-12 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
2020-11 |
Introduction à la reconstruction 3D par lumière structurée |
Hurtubise, Nicolas |
Roy, Sébastien |
2020-11 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
2020-11 |
Evolution of domain-specific languages depending on external libraries |
Fall, Khady |
Syriani, Eugene |
2020-10 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
2020-10 |
Advances in deep learning methods for speech recognition and understanding |
Serdyuk, Dmitriy |
Bengio, Yoshua |
2020-10 |
Theseus : a 3D virtual reality orientation game with real-time guidance system for cognitive training |
Jha, Manish Kumar |
Frasson, Claude |
2020-10 |
A rolling horizon approach for the locomotive routing problem at the Canadian National Railway Company |
Pham, Hoang Giang |
Frejinger, Emma; Cordeau, Jean-François |
2020-10 |
Advances in parameterisation, optimisation and pruning of neural networks |
Laurent, César |
Vincent, Pascal |
2020-09 |
Articulating design-time uncertainty with DRUIDE |
Dhaouadi, Mouna |
Famelis, Michalis |
2020-09 |
Real-time human action and gesture recognition using skeleton joints information towards medical applications |
Kibbanahalli Shivalingappa, Marulasidda Swamy |
Frasson, Claude |
2020-09 |
Estimation neuronale de l'information mutuelle |
Belghazi, Mohamed |
Courville, Aaron |
2020-09 |
A game theoretical model for a collaborative e-learning platform on privacy awareness |
Yusri, Rita |
Aïmeur, Esma |
2020-08 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
2020-08 |
Open source quality control tool for translation memory using artificial intelligence |
Bhardwaj, Shivendra |
Langlais, Philippe |
2020-08 |
Lifelong learning of concepts in CRAFT |
Vasishta, Nithin Venkatesh |
Paull, Liam |
2020-08 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
2020-08 |
Edit distance metrics for measuring dissimilarity between labeled gene trees |
Briand, Samuel |
El-Mabrouk, Nadia |
2020-08 |
On learning and generalization in unstructured taskspaces |
Mehta, Bhairav |
Paull, Liam; Pal, Christopher |
2020-08 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
2020-08 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
2020-08 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
2020-08 |
Estimating the probability of a fleet vehicle accident : a deep learning approach using conditional variational auto-encoders |
Malette-Campeau, Marie-Ève |
Rabusseau, Guillaume; Bastin, Fabian; Dionne, Georges |
2020-08 |
On improving variational inference with low-variance multi-sample estimators |
Dhekane, Eeshan Gunesh |
Courville, Aaron |