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Picture for Pau Rodriguez

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data


Mar 30, 2021
Oscar Mañas, Alexandre Lacoste, Xavier Giro-i-Nieto, David Vazquez, Pau Rodriguez


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Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations


Mar 18, 2021
Pau Rodriguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam Laradji, Laurent Charlin, David Vazquez


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Hierarchical Residual Attention Network for Single Image Super-Resolution


Dec 08, 2020
Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Carles Fernández Tena, Jordi Gonzalez

* 8 pages, Conference 

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Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery


Nov 14, 2020
Issam Laradji, Pau Rodriguez, Freddie Kalaitzis, David Vazquez, Ross Young, Ed Davey, Alexandre Lacoste


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Affinity LCFCN: Learning to Segment Fish with Weak Supervision


Nov 06, 2020
Issam Laradji, Alzayat Saleh, Pau Rodriguez, Derek Nowrouzezahrai, Mostafa Rahimi Azghadi, David Vazquez


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CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions


Sep 14, 2020
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni

* Pre-print v1: 12 pages, 3 figures, 8 tables 

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OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network


Aug 05, 2020
Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Jordi Gonzalez, Carles Fernandez Tena


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A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images


Jul 07, 2020
Issam Laradji, Pau Rodriguez, Frederic Branchaud-Charron, Keegan Lensink, Parmida Atighehchian, William Parker, David Vazquez, Derek Nowrouzezahrai


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A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images


Jul 07, 2020
Issam Laradji, Pau Rodriguez, Oscar Mañas, Keegan Lensink, Marco Law, Lironne Kurzman, William Parker, David Vazquez, Derek Nowrouzezahrai


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LOOC: Localize Overlapping Objects with Count Supervision


Jul 03, 2020
Issam H. Laradji, Rafael Pardinas, Pau Rodriguez, David Vazquez


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Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning


Mar 12, 2020
Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexande Lacoste, David Vazquez, Laurent Charlin


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TADAM: Task dependent adaptive metric for improved few-shot learning


Nov 06, 2018
Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste


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