11 citations · 20 across the 3 of their papers we have counts for
4 papers
The Indian Chefs Process
Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier +6
This paper introduces the Indian Chefs Process (ICP), a Bayesian nonparametric prior on the joint space of infinite directed acyclic graphs (DAGs) and orders that generalizes India…
Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection
Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
Convolutional neural networks (CNNs) have become the most successful approach in many vision-related domains. However, they are limited to domains where data is abundant. Recent wo…
Dictionary Learning for Robotic Grasp Recognition and Detection
Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
The ability to grasp ordinary and potentially never-seen objects is an important feature in both domestic and industrial robotics. For a system to accomplish this, it must autonomo…
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks
Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
Object recognition is an important task for improving the ability of visual systems to perform complex scene understanding. Recently, the Exponential Linear Unit (ELU) has been pro…