Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model von Byrne, Michael F, Chapados, Nicolas, Soudan, Florian, Oertel, Clemens, Linares Pérez, Milagros, Kelly, Raymond, Iqbal, Nadeem, Chandelier, Florent, Rex, Douglas K

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HeMIS: Hetero-Modal Image Segmentation von Havaei, Mohammad, Guizard, Nicolas, Chapados, Nicolas, Bengio, Yoshua

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Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife von Kafaei, Peyman, Cappart, Quentin, Renaud, Marc-Andre, Chapados, Nicolas, Rousseau, Louis-Martin

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Retail store scheduling for profit von Chapados, Nicolas, Joliveau, Marc, L’Ecuyer, Pierre, Rousseau, Louis-Martin

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Dynamic Routing and Wavelength Assignment with Reinforcement Learning von Kafaei, Peyman, Cappart, Quentin, Chapados, Nicolas, Pouya, Hamed, Rousseau, Louis-Martin

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Mo1679 REAL-TIME ARTIFICIAL INTELLIGENCE “FULL COLONOSCOPY WORKFLOW” FOR AUTOMATIC DETECTION FOLLOWED BY OPTICAL BIOPSY OF COLORECTAL POLYPS von Byrne, Michael F., Soudan, Florian, Henkel, Milagros, Oertel, Clemens, Chapados, Nicolas, Echagüe, Francisco J., Ghalehjegh, Sina Hamidi, Guizard, Nicolas, Giguère, Sébastien, MacPhail, Margaret E., Sullivan, Andrew, Chandelier, Florent, Rex, Douglas K.

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Su1614 Artificial Intelligence (AI) in Endoscopy--Deep Learning for Optical Biopsy of Colorectal Polyps in Real-Time on Unaltered Endoscopic Videos von Byrne, Michael F, Chapados, Nicolas, Soudan, Florian, Oertel, Clemens, Linares Pérez, Milagros L, Kelly, Raymond, Iqbal, Nadeem, Chandelier, Florent, Rex, Douglas K

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CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance von Jesson, Andrew, Guizard, Nicolas, Ghalehjegh, Sina Hamidi, Goblot, Damien, Soudan, Florian, Chapados, Nicolas

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The K Best-Paths Approach to Approximate Dynamic Programming with Application to Portfolio Optimization von Chapados, Nicolas, Bengio, Yoshua

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Method and System of Demand Forecasting for Inventory Management of Slow-Moving Inventory in a Supply Chain von Chapados, Nicolas

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Method and system of demand forecasting for inventory management of slow-moving inventory in a supply chain von Chapados, Nicolas

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Method and apparatus for discourse management von Chapados, Nicolas

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Cost functions and model combination for VaR-based asset allocation using neural networks von Chapados, N., Bengio, Y.

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Noisy K Best-Paths for Approximate Dynamic Programming with Application to Portfolio Optimization von Chapados, Nicolas, Bengio, Yoshua

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DETONATION CLASSIFICATION FROM ACOUSTIC SIGNATURE WITH THE RESTRICTED BOLTZMANN MACHINE von Bengio, Yoshua, Chapados, Nicolas, Delalleau, Olivier, Larochelle, Hugo, Saint-Mleux, Xavier, Hudon, Christian, Louradour, Jérôme

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TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series von Ashok, Arjun, Marcotte, Étienne, Zantedeschi, Valentina, Chapados, Nicolas, Drouin, Alexandre

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TACTiS: Transformer-Attentional Copulas for Time Series von Drouin, Alexandre, Marcotte, Étienne, Chapados, Nicolas

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Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts von Marcotte, Étienne, Zantedeschi, Valentina, Drouin, Alexandre, Chapados, Nicolas

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LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders von BehnamGhader, Parishad, Adlakha, Vaibhav, Mosbach, Marius, Bahdanau, Dzmitry, Chapados, Nicolas, Reddy, Siva

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Effective Bayesian Modeling of Groups of Related Count Time Series von Chapados, Nicolas

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