2021-07 |
Acceleration and new analysis of convex optimization algorithms |
Liu, Lewis |
Lacoste-Julien, Simon; Scieur, Damien |
2021-07 |
Computation over partial information : a principled approach to accurate partial evaluation |
Sabourin, Ian |
Feeley, Marc; Monnier, Stefan |
2021-07 |
PatchUp : a feature-space block-level regularization technique for convolutional neural networks |
Faramarzi, Mojtaba |
Anbil Parthipan, Sarath Chandar |
2021-07 |
Dialogue systems based on pre-trained language models |
Zeng, Yan |
Nie, Jian-Yun |
2021-07 |
Variational aleatoric uncertainty calibration in neural regression |
Bhatt, Dhaivat |
Paull, Liam |
2021-07 |
Une nouvelle approche pour l’identification des états dynamiques de la parcellisation fonctionnelle cérébrale individuelle |
Boukhdhir, Amal |
Mignotte, Max; Bellec, Pierre |
2021-08 |
Méthodologies pour la détection de diachronies sémantiques et leurs impacts |
Kletz, David |
Langlais, Philippe; Drouin, Patrick |
2021-08 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
2021-08 |
Large state spaces and self-supervision in reinforcement learning |
Touati, Ahmed |
Vincent, Pascal |
2021-08 |
Reduced collision fingerprints and pairwise molecular comparisons for explainable property prediction using Deep Learning |
MacDougall, Thomas |
Marinier, Anne; Lemieux, Sébastien |
2021-08 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
2021-08 |
Towards fairness in Kidney Exchange Programs |
St-Arnaud, William |
Carvalho, Margarida |
2021-08 |
On representation learning for generative models of text |
Subramanian, Sandeep |
Pal, Christopher; Bengio, Yoshua |
2021-08 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |
2021-08 |
Towards computationally efficient neural networks with adaptive and dynamic computations |
Kim, Taesup |
Bengio, Yoshua |
2021-08 |
Étude de modèles neuronaux de questions-réponses |
Archambault, Jean |
Langlais, Philippe |
2021-08 |
Personalized question-based cybersecurity recommendation systems |
Moukala Both, Suzy Edith |
Aïmeur, Esma |
2021-08 |
Mechanical characterization of rigid discrete interlocking materials |
Gingras, Charles |
Thomaszewski, Bernhard |
2021-08 |
Evolving artificial neural networks to imitate human behaviour in Shinobi III : return of the Ninja master |
Le Cleï, Maximilien |
Bellec, Pierre; Hjelm, Rex Devon |
2021-08 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |
2021-09 |
Renforcement de la sécurité à travers les réseaux programmables |
Abou El Houda, Zakaria |
Hafid, Abdelhakim; Khoukhi, Lyes |
2021-09 |
Alzheimer prediction from connected speech extracts : assessment of generalisation to new data |
Chafouleas, Geneviève |
Langlais, Philippe; Brambati, Simona Maria |
2021-09 |
Tools for fluid simulation control in computer graphics |
Schoentgen, Arnaud |
Poulin, Pierre; Meseure, Philippe |
2021-09 |
Les circuits quantiques paramétrés universels comme modèles d'apprentissage automatique |
Williams, Andrew |
Brassard, Gilles; Tapp, Alain |
2021-10 |
Better representation learning for TPMS |
Raza, Amir |
Charlin, Laurent; Farnadi, Golnoosh |
2021-10 |
Extraction de comportements reproductibles en avatar virtuel |
Dare, Kodjine |
Frasson, Claude |
2021-10 |
Assessing neural network dynamics under normal and altered states of consciousness with MEG : methodological challenges and proposed solutions for atypical power spectra |
Nest, Timothy |
Jerbi, Karim |
2021-10 |
Towards causal federated learning : a federated approach to learning representations using causal invariance |
Francis, Sreya |
Rish, Irina |
2021-10 |
Lifelong topological visual navigation |
Wiyatno, Rey R. |
Paull, Liam |
2021-10 |
Creation of a vocal emotional profile (VEP) and measurement tools |
Aghajani, Mahsa |
Frasson, Claude |
2021-11 |
Contributions à la sonification d’image et à la classification de sons |
Toffa, Ohini Kafui |
Mignotte, Max |
2021-11 |
Job dissatisfaction detection through progress note |
Wu, Jiechen |
Langlais, Philippe; Lahrichi, Nadia |
2021-11 |
Gentleman : a lightweight web-based projectional editor |
Lafontant, Louis-Edouard |
Syriani, Eugene |
2021-11 |
On inverse reinforcement learning and dynamic discrete choice for predicting path choices |
Kristensen, Drew |
Frejinger, Emma |
2021-11 |
Abstraction de comportement de haut niveau à l’aide de la visualisation interactive |
Vandamme, Dorian |
Sahraoui, Houari; Poulin, Pierre |
2021-11 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
2021-12 |
Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations |
Roy, Bruno |
Poulin, Pierre; Paquette, Eric |
2021-12 |
Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
2021-12 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
2021-12 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |