Philippe Giguère
Scholar

Philippe Giguère

Google Scholar ID: tgZPkzkAAAAJ
Professor, Computer Science, Laval University, Norlab, DAMAS, CerVIM, REPARTI, CRDM, FORAC, IID
Field RoboticsRoboticsDeep LearningComputer VisionForestry
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Citations & Impact
All-time
Citations
5,152
 
H-index
34
 
i10-index
65
 
Publications
20
 
Co-authors
38
list available
Publications
7 items
Smoothness-Based Derandomization of PAC-Bayes Bounds
2026
Cited
0
Symmetrization of Loss Functions for Robust Training of Neural Networks in the Presence of Noisy Labels
2026
Cited
0
Stretch-ICP: A Continuous-Trajectory Registration and Deskewing Algorithm in Scenarios of Aggressive Motions
2026
Cited
0
Leveraging Image Generators to Address Training Data Scarcity: The Gen4Regen Dataset for Forest Regeneration Mapping
2026
Cited
0
SilvaScenes: Tree Segmentation and Species Classification from Under-Canopy Images in Natural Forests
2025
Cited
0
Reproducible Evaluation of Camera Auto-Exposure Methods in the Field: Platform, Benchmark and Lessons Learned
2025
Cited
0
UAV-Assisted Self-Supervised Terrain Awareness for Off-Road Navigation
arXiv.org · 2024
Cited
0
Co-authors
12 total
Gregory Dudek
Gregory Dudek
Professor of Computer Science, Center for Intelligent Machines, McGill University
Francois Pomerleau, P.Eng.
Francois Pomerleau, P.Eng.
Associate Professor, Norlab, Université Laval, Canada
Junaed Sattar
Junaed Sattar
University of Minnesota
Ioannis Rekleitis
Ioannis Rekleitis
Associate Professor (Mechanical Engineering) University of Delaware
Yogesh Girdhar
Yogesh Girdhar
Woods Hole Oceanographic Institution
Michael Jenkin
Michael Jenkin
Professor of Electrical Engineering and Computer Science, York University
Vladimír Kubelka
Vladimír Kubelka
Örebro University, School of Science and Technology
Juan Camilo Gamboa Higuera
Juan Camilo Gamboa Higuera
Member of Technical Staff @ Ideogram,ai