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ServiceNow AI Research
Publication_types
2
ServiceNow AI Research
2
Logo Detection with no Priors
In recent years, top referred methods on object detection like R-CNN have implemented this task as a combination of proposal region …
Diego Velazquez
,
Josep M. Gonfaus
,
Pau Rodriguez
,
F. Xavier Roca
,
Seiichi Ozawa
,
Jordi Gonzalez
The Multidisciplinary Open Access Journal (IEEE Access), 2021.
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Weakly Supervised Underwater Fish Segmentation Using Affinity LCFCN
Estimating fish body measurements like length, width, and mass has received considerable research due to its potential in boosting …
Issam H. Laradji
,
Alzayat Saleh
,
Pau Rodriguez
,
Derek Nowrouzezahrai
,
Mostafa Rahimi Azghadi
,
David Vazquez
Nature Scientific Reports, 2021.
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CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions
In the last few years, we have witnessed a renewed and fast-growing interest in continual learning with deep neural networks with the …
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 H. Laradji
,
Davide Maltoni
Artificial Intelligence Journal, 2020.
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Estimating Carbon Emissions of Artificial Intelligence [Opinion]
The authors believe that tracking and communicating the environmental impact of ML should be a key part of the research and development …
Alexandra Luccioni
,
Alexandre Lacoste
,
victor schmidt
IEEE Technology and Society Magazine (TSM), 2020.
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A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis
Visual analysis of complex fish habitats is an important step towards sustainable fisheries for human consumption and environmental …
Alzayat Saleh
,
Issam H. Laradji
,
Dmitry A Konovalov
,
Michael Bradley
,
David Vazquez
,
Marcus Sheaves
Nature Scientific Reports, 2020.
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Extending the Spatial Scale of Land Use Regression Models for Ambient Ultrafine Particles using Satellite Images and Deep Convolutional Neural Networks
We paired existing land use regression (LUR) models for ambient ultrafine particles in Montreal and Toronto, Canada with satellite …
Kris Y. Hong
,
Pedro O. Pinheiro
,
Laura Minet
,
Marianne Hatzopoulou
,
Scott Weichenthal
Journal of Environmental Science (JES), 2019.
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Integrating Vision and Language in Social Networks for Identifying Visual Patterns of Personality Traits
Social media, as a major platform for communication and information exchange, is a rich repository of the opinions and sentiments of …
Pau Rodriguez
,
Jordi Gonzalez
,
Josep M. Gonfaus
,
Xavier Roca
International Journal of Social Science and Humanity (IJSSH), 2019.
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Mass spectra alignment using virtual lock-masses
Mass spectrometry is a valued method to evaluate the metabolomics content of a biological sample. The recent advent of rapid ionization …
Francis Brochu
,
Pier-Luc Plante
,
Alexandre Drouin
,
Dominic Gagnon
,
Dave Richard
,
Francine Durocher
,
Caroline Diorio
,
Mario Marchand
,
Jacques Corbeil
,
François Laviolette
Nature Scientific Reports, 2019.
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Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation
We infer and generate three-dimensional (3D) scene information from a single input image and without supervision. This problem is …
Sai Rajeswar Mudumba
,
Fahim Mannan
,
Florian Golemo
,
Jérôme Parent-Lévesque
,
David Vazquez
,
Derek Nowrouzezahrai
,
Aaron Courville
International Journal in Computer Vision (IJCV), 2019.
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Interpretable genotype-to-phenotype classifiers with performance guarantees
Understanding the relationship between the genome of a cell and its phenotype is a central problem in precision medicine. Nonetheless, …
Alexandre Drouin
,
Gaël Letarte
,
Frédéric Raymond
,
Mario Marchand
,
Jacques Corbeil
,
François Laviolette
Nature Scientific Reports, 2018.
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