Philippe Giguère

Full Professor, Université Laval

Joined

December 2017

Names

Philippe Giguère

Emails

****@ift.ulaval.ca (Confirmed)

Personal Links

Career & Education History

Full Professor

Université Laval (ulaval.ca)

2010 – Present

Advisors, Relations & Conflicts

Social

2010 – 2020

PhD Advisor

2003 – 2009

Expertise

Deep Learning

2015 – Present

Robotics

2004 – Present

Publications

Deep template-based object instance detection
Jean-Philippe Mercier, Mathieu Garon, Philippe Giguère, Jean-Francois Lalonde
- Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
- Readers: Everyone
Symmetrization of Loss Functions for Robust Training of Neural Networks in the Presence of Noisy Labels
Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Giguère
- Submitted to ICLR 2025
- Readers: Everyone
Symmetrization of Loss Functions for Robust Training of Neural Networks in the Presence of Noisy Labels and the Multi-class Unhinged Loss Function
Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Giguère
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Data Preparation Impact on Semantic Segmentation of 3D Mobile LiDAR Point Clouds Using Deep Neural Networks
Reza Mahmoudi Kouhi, Sylvie Daniel, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- Remote. Sens. 2023
- Readers: Everyone
MixVPR: Feature Mixing for Visual Place Recognition
Amar Ali-bey, Brahim Chaib-draa, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- CoRR 2023
- Readers: Everyone
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-Eye View 3D Point Clouds
William Guimont-Martin, Jean-Michel Fortin, François Pomerleau, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- IROS 2023
- Readers: Everyone
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point Clouds
William Guimont-Martin, Jean-Michel Fortin, François Pomerleau, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- CoRR 2023
- Readers: Everyone
Exposing the Unseen: Exposure Time Emulation for Offline Benchmarking of Vision Algorithms
Olivier Gamache, Jean-Michel Fortin, Matej Boxan, François Pomerleau, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- CoRR 2023
- Readers: Everyone
MixVPR: Feature Mixing for Visual Place Recognition
Amar Ali-bey, Brahim Chaib-draa, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- WACV 2023
- Readers: Everyone
Global Proxy-based Hard Mining for Visual Place Recognition
Amar Ali-bey, Brahim Chaib-draa, Philippe Giguère
- Published: 01 Jan 2023, Last Modified: 18 Jan 2024
- CoRR 2023
- Readers: Everyone

View all 35 publications

Co-Authors

View all 43 co-authors