Samuel Lavoie-Marchildon

According to our database1, Samuel Lavoie-Marchildon authored at least 18 papers between 2010 and 2024.

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Bibliography

2024
An Introduction to Vision-Language Modeling.
CoRR, 2024

Modeling Caption Diversity in Contrastive Vision-Language Pretraining.
CoRR, 2024

SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision.
CoRR, 2024

Mechanism Design for New Sensors Field Deployment by LineRanger Powerline Robot.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Modeling Caption Diversity in Contrastive Vision-Language Pretraining.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

ICARE-Chronos Technology: Drone-Deployed Probes for Accurate and Simultaneous Temperature and Sag Measurement of Power Lines.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation.
CoRR, 2023

Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Language Model Alignment with Elastic Reset.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Simplicial Embeddings in Self-Supervised Learning and Downstream Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification.
CoRR, 2022

2021
Integrating Categorical Semantics into Unsupervised Domain Translation.
Proceedings of the 9th International Conference on Learning Representations, 2021

2019
Serverless architecture efficiency: an exploratory study.
CoRR, 2019

Learning deep representations by mutual information estimation and maximization.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Learning deep representations by mutual information estimation and maximization.
CoRR, 2018

LineDrone Technology: Landing an Unmanned Aerial Vehicle on a Power Line.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2011
Kinematic and dynamic analysis of a novel 6-DOF serial manipulator for underground distribution power lines.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
R&D phases of a mobile robot prototype applied to underground distribution lines.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010


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