Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation von Rajeswar, Sai, Mannan, Fahim, Golemo, Florian, Parent-Lévesque, Jérôme, Vazquez, David, Nowrouzezahrai, Derek, Courville, Aaron

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Representing Positional Information in Generative World Models for Object Manipulation von Ferraro, Stefano, Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Rajeswar, Sai

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GenRL: Multimodal-foundation world models for generalization in embodied agents von Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Courville, Aaron, Rajeswar, Sai

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Choreographer: Learning and Adapting Skills in Imagination von Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Lacoste, Alexandre, Rajeswar, Sai

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Equivariant Adaptation of Large Pretrained Models von Mondal, Arnab Kumar, Panigrahi, Siba Smarak, Kaba, Sékou-Oumar, Rajeswar, Sai, Ravanbakhsh, Siamak

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Multi-label Iterated Learning for Image Classification with Label Ambiguity von Rajeswar, Sai, Rodriguez, Pau, Singhal, Soumye, Vazquez, David, Courville, Aaron

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RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content von Monteiro, Joao, Noel, Pierre-Andre, Marcotte, Etienne, Rajeswar, Sai, Zantedeschi, Valentina, Vazquez, David, Chapados, Nicolas, Pal, Christopher, Taslakian, Perouz

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VCR: Visual Caption Restoration von Zhang, Tianyu, Wang, Suyuchen, Li, Lu, Zhang, Ge, Taslakian, Perouz, Rajeswar, Sai, Fu, Jie, Liu, Bang, Bengio, Yoshua

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Efficient Dynamics Modeling in Interactive Environments with Koopman Theory von Mondal, Arnab Kumar, Panigrahi, Siba Smarak, Rajeswar, Sai, Siddiqi, Kaleem, Ravanbakhsh, Siamak

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Capture the Flag: Uncovering Data Insights with Large Language Models von Laradji, Issam, Taslakian, Perouz, Rajeswar, Sai, Zantedeschi, Valentina, Lacoste, Alexandre, Chapados, Nicolas, Vazquez, David, Pal, Christopher, Drouin, Alexandre

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StarVector: Generating Scalable Vector Graphics Code from Images and Text von Rodriguez, Juan A, Puri, Abhay, Agarwal, Shubham, Laradji, Issam H, Rodriguez, Pau, Rajeswar, Sai, Vazquez, David, Pal, Christopher, Pedersoli, Marco

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Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels von Rajeswar, Sai, Mazzaglia, Pietro, Verbelen, Tim, Piché, Alexandre, Dhoedt, Bart, Courville, Aaron, Lacoste, Alexandre

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GenRL: Multimodal-foundation world models for generalization in embodied agents von Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Courville, Aaron, Rajeswar, Sai

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Representing Positional Information in Generative World Models for Object Manipulation von Ferraro, Stefano, Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Rajeswar, Sai

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Unsupervised model-based pre-training for data-efficient reinforcement learning from pixels von Rajeswar, Sai, Mazzaglia, Pietro, Verbelen, Tim, Piché, Alexandre, Dhoedt, Bart, Courville, Aaron, Lacoste, Alexandre

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InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation von Sahu, Gaurav, Puri, Abhay, Rodriguez, Juan, Abaskohi, Amirhossein, Chegini, Mohammad, Drouin, Alexandre, Taslakian, Perouz, Zantedeschi, Valentina, Lacoste, Alexandre, Vazquez, David, Chapados, Nicolas, Pal, Christopher, Mudumba, Sai Rajeswar, Laradji, Issam Hadj

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Choreographer: Learning and Adapting Skills in Imagination von Mazzaglia, Pietro, Verbelen, Tim, Dhoedt, Bart, Lacoste, Alexandre, Rajeswar, Sai

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Touch-based Curiosity for Sparse-Reward Tasks von Rajeswar, Sai, Ibrahim, Cyril, Surya, Nitin, Golemo, Florian, Vazquez, David, Courville, Aaron, Pinheiro, Pedro O

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Adversarial Computation of Optimal Transport Maps von Leygonie, Jacob, She, Jennifer, Almahairi, Amjad, Rajeswar, Sai, Courville, Aaron

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Efficient Dynamics Modeling in Interactive Environments with Koopman Theory von Mondal, Arnab Kumar, Panigrahi, Siba Smarak, Rajeswar, Sai, Siddiqi, Kaleem, Ravanbakhsh, Siamak

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