133 citations · 250 across the 22 of their papers we have counts for
6 papers · 1 filter
Multi-domain performance analysis with scores tailored to user preferences
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
The performance of algorithms, methods, and models tends to depend heavily on the distribution of cases on which they are applied, this distribution being specific to the applicati…
What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
Ranking methods or models based on their performance is of prime importance but is tricky because performance is fundamentally multidimensional. In the case of classification, prec…
Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use
Anaïs Halin, Adrien Deliège, Christel Devue +1
In this simulator study, we investigate how gaze parameters reflect driver cognitive distraction under varying traffic conditions and adaptive cruise control (ACC) use. Participant…
LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation
Maxim Henry, Adrien Deliège, Anthony Cioppa +1
Convolutional Neural Networks (CNN) are widely used in many computer vision tasks. Yet, their increasing size and complexity pose significant challenges for efficient deployment on…
Triangle Splatting for Real-Time Radiance Field Rendering
Jan Held, Renaud Vandeghen, Adrien Deliege +7
The field of computer graphics was revolutionized by models such as Neural Radiance Fields and 3D Gaussian Splatting, displacing triangles as the dominant representation for photog…
A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains
Sébastien Piérard, Adrien Deliège, Anaïs Halin +1
Frequently, multiple entities (methods, algorithms, procedures, solutions, etc.) can be developed for a common task and applied across various domains that differ in the distributi…