2021 |
Towards computationally efficient neural networks with adaptive and dynamic computations |
Kim, Taesup |
Bengio, Yoshua |
2021 |
Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes |
Tchouandem Kemoe, Julie Amanda |
Gendron, Bernard |
2021 |
Image forgery detection using textural features and deep learning |
Malhotra, Yishu |
Aïmeur, Esma |
2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
2021 |
Contributions à la sonification d’image et à la classification de sons |
Toffa, Ohini Kafui |
Mignotte, Max |
2021 |
Reduced collision fingerprints and pairwise molecular comparisons for explainable property prediction using Deep Learning |
MacDougall, Thomas |
Marinier, Anne; Lemieux, Sébastien |
2021 |
Locality and compositionality in representation learning for complex visual tasks |
Sylvain, Tristan |
Bengio, Yoshua; Hjelm, Rex Devon |
2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
2021 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
2021 |
Extending domain-specific modeling editors with multi-touch interactions |
Hossain, Md Rifat |
Syriani, Eugene; Sahraoui, Houari |
2021 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
2021 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
2021 |
Content-based automatic fact checking |
Orthlieb, Teo |
Frasson, Claude; Ben Abdessalam, Hamdi |
2021 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
2020 |
VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection |
Lu, Zhibin |
Nie, Jian-Yun |
2020 |
Privacy evaluation of fairness-enhancing pre-processing techniques |
Taillandier, Jean-Christophe |
Tapp, Alain; Gambs, Sébastien |
2020 |
Apprentissage de modèles causaux par réseaux de neurones artificiels |
Brouillard, Philippe |
Tapp, Alain |
2020 |
Theseus : a 3D virtual reality orientation game with real-time guidance system for cognitive training |
Jha, Manish Kumar |
Frasson, Claude |
2020 |
Data-efficient reinforcement learning with self-predictive representations |
Schwarzer, Max |
Tapp, Alain; Courville, Aaron |
2020 |
Statistical physics of constraint satisfaction problems |
Lamouchi, Elyes |
Gendreau, Michel; Fribergh, Alexander |
2020 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
2020 |
Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization |
Ivensky, Ilya |
Langlais, Philippe |
2020 |
Traffic prediction and bilevel network design |
Morin, Léonard Ryo |
Frejinger, Emma; Gendron, Bernard; Bastin, Fabian |
2020 |
Un système de question-réponse simple appliqué à SQuAD |
Elbaz, Ilan |
Langlais, Philippe |
2020 |
Towards using intelligent techniques to assist software specialists in their tasks |
Ben Sghaier, Oussama |
Sahraoui, Houari |
2020 |
Multi-player games in the era of machine learning |
Gidel, Gauthier |
Lacoste-Julien, Simon |
2020 |
Towards using fluctuations in internal quality metrics to find design intents |
Schweizer, Thomas |
Famelis, Michalis |
2020 |
Programming tools for intelligent systems |
Considine, Breandan |
Paull, Liam; Famelis, Michalis |
2020 |
Towards deep unsupervised inverse graphics |
Parent-Lévesque, Jérôme |
Courville, Aaron; Nowrouzezahrai, Derek |
2020 |
Deep reinforcement learning for multi-modal embodied navigation |
Weiss, Martin |
Pal, Christopher |
2020 |
Evolution of domain-specific languages depending on external libraries |
Fall, Khady |
Syriani, Eugene |
2020 |
The art of post-truth in quantum cryptography |
Zafar Jafarzadeh, Sara |
Brassard, Gilles; Salvail, Louis |
2020 |
The load planning problem for double-stack intermodal trains |
Mantovani, Serena |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020 |
Tactical block planning for intermodal rail transportation |
Morganti, Gianluca |
Frejinger, Emma; Crainic, Teodor Gabriel |
2020 |
The multilevel critical node problem : theoretical intractability and a curriculum learning approach |
Nabli, Adel |
Carvalho, Margarida |
2020 |
Adapting modeling environments to domain specific interactions |
da Silva de Sousa, Vasco Nuno |
Syriani, Eugene |
2020 |
Towards privacy preserving cooperative cloud based intrusion detection systems |
Kothapalli, Anirudh Mitreya |
Aïmeur, Esma |
2020 |
Méta-enseignement : génération active d’exemples par apprentissage par renforcement |
Larocque, Stéphanie |
Bengio, Yoshua; Frejinger, Emma |
2020 |
Programmation stochastique à deux étapes pour l’ordonnancement des arrivées d’avions sous incertitude |
Khassiba, Ahmed |
Bastin, Fabian; Gendron, Bernard; Cafieri, Sonia; Mongeau, Marcel |
2020 |
Modélisation des réseaux de régulation de l’expression des gènes par les microARN |
Poirier-Morency, Guillaume |
Major, François |