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Deep generative modeling of atomistic systems |
Shi, Chence |
Tang, Jian |
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Data-driven large neighbourhood search for combinatorial optimization problems |
Robinson La Rocca, Charly |
Frejinger, Emma |
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Uncertainty quantification metrics for scientific application |
Sharief, Sammy |
Perreault-Levasseur, Laurence |
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3D generative models and score-based diffusion in function space |
Lim, Jae Hyun |
Pal, Christopher |
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Towards adaptive personalization in conversational search |
Hui, Yuchen |
Nie, Jian-Yun |
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Unified scientific knowledge representation for large language models |
Sun, Jing Han |
Liu, Bang |
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Matrix theory and hardware implementation of linear recurrences |
Secrieru, Dragos |
Bengio, Yoshua |
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Neural architectures for compositional generalisation |
Tan, Shawn |
Courville, Aaron |
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Robust, efficient, and knowledge-augmented text generation with pre-trained language models |
Li, Junyi |
Nie, Jian-Yun |
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Empowering code review automation : a data-centric, multi-task-driven, and human-aware approach |
Ben Sghaier, Oussama |
Sahraoui, Houari |
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Metacognitive architecture for perceptual and social systems : a neuro-inspired metacognition approach |
Vargas Mazuera, Juan David |
Dumas, Guillaume; Sheikhbahaee, Zahra |
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Modeling the world to reason and plan |
Samsami, Mohammad Reza |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
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Gradients protection in federated learning for Biometric authentication model |
Kasravi Mavi, Yalda |
Hafid, Abdelhakim |
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Machine learning through the sciences of the artificial |
Diaz Cabrera, Manfred Ramon |
Paull, Liam |
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Strategic capacity planning and pricing : a choice-based approach |
Pinzon Ulloa, David Leonardo |
Frejinger, Emma |
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AI in climate change adaptation : applications to remote sensing and climate science |
Ramesh, Venkatesh |
Rolnick, David |
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Segmentation automatisée des nerfs cornéens sous-basal utilisant l'apprentissage profond |
Sehad, Abdelhakim |
Meunier, Jean |
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A survey of state representation learning for deep reinforcement learning |
Echchahed, Ayoub |
Castro, Pablo Samuel |
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Cracks in the platform : detecting inconsistencies and workarounds in low-code applications |
Zaheri, MohammadAmin |
Famelis, Michalis; Syriani, Eugene |
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Nouvelle contraction algébrique appliquée au problème de tarification de réseau |
Hébert-Doutreloux, Julien |
Carvalho, Margarida; Frejinger, Emma |
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Learning under constraints |
Misra, Diganta |
Rish, Irina |
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Problèmes de localisation avec équilibrage |
Kadri, Anis |
Gendreau, Michel |
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CyberPRIcards : un jeu sérieux pour la sensibilisation à la vie privée et l’intimité numérique |
Carrascal, Rafael |
Aïmeur, Esma |
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Building awareness and safeguarding privacy : the development of DEDALUS and ICARUS for image privacy classification |
Rocha De Alba, Hugo |
Aïmeur, Esma |
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Compromising creativity with feature modeling and metamodeling |
Schepens, Hanz |
Syriani, Eugene |
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Towards more robust theoretical frameworks for deep neural network optimization |
Guille-Escuret, Charles |
Mitliagkas, Ioannis |
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Interactive hashing against quantum adversaries |
Thibodeau, Louis-Charles |
Salvail, Louis |
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Designing scalable and efficient neural networks |
Feng, Leo |
Bengio, Yoshua |
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Resource allocation under stochastic demand : applications in ridesharing and home healthcare systems |
Nguyen, Ngoc-Dai |
Lahrichi, Nadia |
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Vérification automatisée de programmes impératifs dans un langage à typage dépendant |
Bernard, Maxim |
Monnier, Stefan |
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Revisiting the security of quantum bit commitment schemes |
Medhioub, Khaireddine |
Salvail, Louis |
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Interpreting and generating drawings via learning, geometry processing, and optimization |
Puhachov, Ivan |
Bessmeltsev, Mikhail |
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Vers des jumeaux numériques intelligents en agriculture en environnement contrôlé : contributions conjointes en détection de fruits par vision et en simulation trans-domaines. |
Amiri, Mansoorali |
Sahraoui, Houari |
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Technical methods for governing AI agents |
Chan, Alan |
Le Roux, Nicolas; Krueger, David |
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Connecting neural networks, automata theory and tensor network methods for sequence data learning |
Lizaire, Maude |
Rabusseau, Guillaume |
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Enhancing electrophysiology imaging through artificial intelligence |
Dehgan, Arthur |
Jerbi, Karim; Rish, Irina |
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LLMs for experiment design in scientific domains : are we there yet? |
Gupta, Rushil |
Liu, Bang |
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Human action recognition based on skeleton graph neural networks using self-distillation |
Feng, Miao |
Meunier, Jean |
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Rapid prototyping for systematic reuse in compartmental models |
Fiyouzisabah, Zahra |
Famelis, Michalis |
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Towards optimal knowledge transfer for efficient language models |
Lu, Peng |
Langlais, Philippe |
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Modeling cellular response to biological perturbations |
Bertin, Paul |
Bengio, Yoshua |
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Towards accurate RNA structural evaluation : a study of RNA tertiary structural evaluation and ARES performance improvement |
Pouya Mehr, Faezeh |
Major, François |
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Le problème de routage des locomotives au CN : une nouvelle approche pour des solutions plus résilientes |
Hajjar, Béatrice |
Frejinger, Emma; Cordeau, Jean-François |
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Design and implementation of an AI-Driven educating bot for personalized science education in middle school students |
Mishra, Sparsha |
Rish, Irina |
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Inferring 2D and 3D character animation from sketches |
Brodt, Kirill |
Bessmeltsev, Mikhail |
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Leveraging machine reading comprehension to mitigate hallucinations in answer generation by large language models |
Zhou, Xiaoxin |
Nie, Jian-Yun |
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Multi-contrast image-to-image translation for axon and myelin segmentation |
Katoch, Nishka |
Wolf, Guy; Cohen-Adad, Julien |
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Investigating the impact of training data coverage on large language model hallucinations |
Zhang, Shuo |
Nie, Jian-Yun |
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Classical and quantum decoding algorithms with ZX-Calculus |
Whaite, Samuel |
Dupuis, Frédéric |
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Toward neural networks that generalize systematically |
Zhou, Hattie |
Larochelle, Hugo; Courville, Aaron |