Publications

Issam Laradji, Pau Rodrı́guez, David Vázquez, Derek Nowrouzezahrai (2021). SSR: Semi-Supervised Soft Rasterizer for Single-View 2D to 3D Reconstruction. Workshop at International Conference on Computer Vision (ICCV).

Oscar Mañas, Alexandre Lacoste, Xavier Giro-I-Nieto, David Vázquez, Pau Rodriguez (2021). Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. International Conference on Computer Vision (ICCV).

Saypraseuth Mounsaveng, Issam Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli (2021). Learning Data Augmentation with Online Bilevel Optimization for Image Classification. Winter Conference on Applications of Computer Vision (WACV).

Benoıt Corsini, Pierre-André Noël, David Vázquez, Perouz Taslakian (2021). Decoupling Anomaly Discrimination and Representation Learning: Self-Supervised Learning for Anomaly Detection on Attributed Graph. arXiv preprint arXiv:2304.05176.

Pau Rodriguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam Laradji, Laurent Charlin, David Vázquez (2021). Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. International Conference on Computer Vision (ICCV).

Issam Laradji, Pau Rodriguez, Oscar Manas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vázquez, Derek Nowrouzezahrai (2021). A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images. Winter Conference on Applications of Computer Vision (WACV).

Alzayat Saleh, Issam H Laradji, Corey Lammie, David Vázquez, Carol a Flavell, Mostafa Rahimi Azghadi (2021). A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. IEEE Journal of Biomedical and Health Informatics (JBHI).

Daniel Hernandez-Juarez, Antonio Espinosa, David Vázquez, Antonio M. Lopez, Juan C. Moure (2021). 3D Perception with Slanted Stixels on GPU. IEEE Transactions on Parallel and Distributed Systems (TPDS).

Issam Laradji, Negar Rostamzadeh, Pedro Henrique Oliveira Pinheiro, David Vázquez, Mark William Schmidt (2020). Counting Objects in Images Based on Approximate Locations. US Patent App. 16/050,101.

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).