Publications

Alexandre Lacoste, Pau Rodríguez, Frédéric Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez (2020). Synbols: Probing Learning Algorithms with Synthetic Datasets. Advances in Neural Information Processing Systems (NeurIPS).
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Issam H Laradji, Negar Rostamzadeh, Pedro O Pinheiro, David Vázquez, Mark Schmidt (2020). Proposal-Based Instance Segmentation with Point Supervision. International Conference on Image Processing (ICIP).
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Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron Courville (2020). Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation. International Journal of Computer Vision (IJCV).
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Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin (2020). Online Fast Adaptation and Knowledge Accumulation: A New Approach to Continual Learning. Advances in Neural Information Processing Systems (NeurIPS).
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Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Others (2020). Online Fast Adaptation and Knowledge Accumulation: A New Approach to Continual Learning. Advances in Neural Information Processing Systems (NeurIPS).
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Issam H Laradji, Rafael Pardinas, Pau Rodriguez, David Vázquez (2020). LOOC: Localize Overlapping Objects with Count Supervision. International Conference on Image Processing (ICIP).
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Issam H Laradji, Negar Rostamzadeh, Pedro O Pinheiro, David Vázquez, Mark Schmidt (2020). Instance Segmentation with Point Supervision. International Conference on Pattern Recognition (ICPR).
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Kunfeng Wang, Fei-Yue Wang, Visvanathan Ramesh, Ashish Shrivastava, David Vázquez, Fuxin Li (2020). Generating Virtual Images for Promoting Visual Artificial Intelligence. Neurocomputing.
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Issam Laradji, Pau Rodriguez, Freddie Kalaitzis, David Vázquez, Ross Young, Ed Davey, Alexandre Lacoste (2020). Counting Cows: Tracking Illegal Cattle Ranching from High-Resolution Satellite Imagery. Workshop at Advances in Neural Information Processing Systems (NeurIPS).
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Issam Laradji, Alzayat Saleh, Pau Rodriguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vázquez (2020). Affinity LCFCN: Learning to Segment Fish with Weak Supervision. Nature Scientific Reports.
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