2023-08 |
Sequential decision modeling in uncertain conditions |
Kastner, Kyle |
Courville, Aaron |
2023-08 |
Co-simulation for controlled environment agriculture |
Archambault, Pascal |
Syriani, Eugene; Sahraoui, Houari |
2023-08 |
Finer grained evaluation methods for better understanding of deep neural network representations |
Bordes, Florian |
Vincent, Pascal |
2023-08 |
Remote sensing representation learning for a species distribution modeling case study |
Elkafrawy, Sara |
Larochelle, Hugo; Charlin, Laurent |
2023-08 |
Improving predictive behavior under distributional shift |
Ahmed, Faruk |
Courville, Aaron |
2023-08 |
Méthodes d'évaluation en extraction d'information ouverte |
Lamarche, Fabrice |
Langlais, Philippe |
2023-08 |
Analysis and evaluation of the pilot attentional model |
Ghaderi, Maryam |
Frasson, Claude |
2023-08 |
Advances in uncertainty modelling : from epistemic uncertainty estimation to generalized generative flow networks |
Lahlou, Salem |
Bengio, Yoshua |
2023-08 |
Reasoning with structure : graph neural networks algorithms and applications |
Deac, Andreea-Ioana |
Tang, Jian |
2023-08 |
Few-shot prompt learning for automating model completion |
Ben-Chaaben, Meriem |
Sahraoui, Houari |
2023-09 |
Predicting stock market trends using time-series classification with dynamic neural networks |
Mocanu, Remus |
Rish, Irina |
2023-09 |
Contextual cues for deep learning models of code |
Shrivastava, Disha |
Larochelle, Hugo; Tarlow, Daniel |
2023-09 |
Deep learning algorithms for database-driven peptide search |
Zumer, Jeremie |
Lemieux, Sébastien |
2023-10 |
Predicting viral respiratory tract infections using wearable garment biosensors |
Jlassi, Oussama |
Dixon, Philippe |
2023-10 |
Probability flows in deep learning |
Huang, Chin-Wei |
Courville, Aaron |
2023-10 |
Training large multimodal language models with ethical values |
Roger, Alexis |
Aïmeur, Esma; Rish, Irina |
2023-10 |
Multi-attribute deterministic and stochastic two echelon location routing problems |
Escobar Vargas, David |
Crainic, Teodor Gabriel; Rei, Walter |
2023-10 |
Représentations géométriques de détails fins pour la simulation d’éclairage |
Tamisier, Elsa |
Poulin, Pierre; Meneveaux, Daniel |
2023-10 |
Optimizing vertical farming : control and scheduling algorithms for enhanced plant growth |
Vu, Cong Vinh |
Sahraoui, Houari; Syriani, Eugene |
2023-10 |
On choice models in the context of MDPs |
Mohammadpour, Sobhan |
Frejinger, Emma; Bacon, Pierre-Luc |
2023-10 |
Parameter-efficient modeling and robust automatic evaluation of image captioning |
Ahmadi, Saba |
Agrawal, Aishwarya |
2023-11 |
Neurobiologically-inspired models : exploring behaviour prediction, learning algorithms, and reinforcement learning |
Spinney, Sean |
Rish, Irina; Conrod, Patricia |
2023-11 |
Small batch deep reinforcement learning |
Obando-Ceron, Johan Samir |
Castro, Pablo Samuel; Bellemare, Marc |
2023-11 |
Fairness through domain awareness : mitigating popularity bias for music discovery |
Salganik, Rebecca |
Farnadi, Golnoosh |
2023-11 |
Domain-specific differencing and merging of models |
Zadahmad Jafarloiu, Manouchehr |
Syriani, Eugene |
2023-11 |
Building sample-efficient reinforcement learning |
Schwarzer, Max Allen |
Bellemare, Marc; Courville, Aaron |
2023-11 |
Fair vaccination strategies with influence maximization : a case study on COVID-19 |
Neophytou, Nicola |
Farnadi, Golnoosh |
2023-12 |
Traitement automatique du langage naturel pour les textes juridiques : prédiction de verdict et exploitation de connaissances du domaine |
Salaün, Olivier |
Langlais, Philippe |
2023-12 |
Towards an extension of causal discovery with generative flow networks to latent variables models |
Manta, Dragos Cristian |
Bengio, Yoshua |
2023-12 |
Towards a unified model for speech and language processing |
Ploujnikov, Artem |
Ravanelli, Mirco |
2023-12 |
Towards combining deep learning and statistical relational learning for reasoning on graphs |
Qu, Meng |
Tang, Jian |
2023-12 |
Sketch-based interactive shape deformation using shading isophotes |
Bolduc, Karl-Étienne |
Poulin, Pierre; Bessmeltsev, Mikhail |
2023-12 |
Methods for solving combinatorial pricing problems |
Bui, Quang Minh |
Carvalho, Margarida |
2023-12 |
Apprentissage de descripteurs locaux pour l’amélioration des systèmes de SLAM visuel |
Luttun, Johan |
Roy, Sébastien |
2023-12 |
Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots |
Pietracupa, Massimo |
Frasson, Claude |
2024-01 |
Beyond the horizon : improved long-range sequence modeling, from dynamical systems to language |
Fathi, Mahan |
Bacon, Pierre-Luc |
2024-01 |
Dynamic capacities and priorities in stable matching |
Bobbio, Federico |
Carvalho, Margarida |
2024-01 |
The role of continual learning and adaptive computation in improving computational efficiency of deep learning |
Gupta, Kshitij |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
2024-02 |
Génération de données synthétiques pour l'adaptation hors-domaine non-supervisée en réponse aux questions : méthodes basées sur des règles contre réseaux de neurones |
Duran, Juan Felipe |
Langlais, Philippe |
2024-02 |
Metaheuristics for vehicle routing problems : new methods and performance analysis |
Guillen Reyes, Fernando Obed |
Potvin, Jean-Yves; Gendreau, Michel; Vidal, Thibaut |