Publications

Issam Laradji, Pau Rodriguez, Frederic Branchaud-Charron, Keegan Lensink, Parmida Atighehchian, William Parker, David Vázquez, Derek Nowrouzezahrai (2020). A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images. arXiv preprint arXiv:2007.07012.
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Alzayat Saleh, Issam H Laradji, Dmitry a Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves (2020). A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis. Nature Scientific Reports.
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Issam H Laradji, David Vázquez, Mark Schmidt (2019). Where Are the Masks: Instance Segmentation with Image-Level Supervision. British Machine Vision Conference (BMVC).
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Daniel Hernandez-Juarez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vázquez, Antonio M López, Uwe Franke, Marc Pollefeys, Juan C Moure (2019). Slanted Stixels: A Way to Represent Steep Streets. International Journal of Computer Vision (IJCV).
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Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole (2019). Knowledge Hypergraphs: Prediction Beyond Binary Relations. International Joint Conferences on Artificial Intelligence (IJCAI).
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Mattie Tesfaldet, Xavier Snelgrove, David Vázquez (2019). Fourier-CPPNs for Image Synthesis. Workshop at International Conference on Computer Vision (ICCV).
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Guillem Cucurull, Perouz Taslakian, David Vázquez (2019). Context-Aware Visual Compatibility Prediction. Computer Vision and Pattern Recognition (CVPR).
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Lironne Kurzman, David Vázquez, Issam Laradji (2019). Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentation. Workshop at International Conference on Computer Vision (ICCV).
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Saypraseuth Mounsaveng, David Vázquez, Ismail Ben Ayed, Marco Pedersoli (2019). Adversarial Learning of General Transformations for Data Augmentation. Workshop at International Conference on Learning Representations (ICLR).
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Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt (2018). Where Are the Blobs: Counting by Localization with Point Supervision. European Conference on Computer Vision (ECCV).
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