37 citations · 160 across the 27 of their papers we have counts for
4 papers · 1 filter
Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?
Antoine Vanderschueren, Christophe De Vleeschouwer
Turning the weights to zero when training a neural network helps in reducing the computational complexity at inference. To progressively increase the sparsity ratio in the network…
SoccerNet 2022 Challenges Results
Silvio Giancola, Anthony Cioppa, Adrien Deliège +91
The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks:…
Forward Error Correction applied to JPEG-XS codestreams
Antoine Legrand, Benoît Macq, Christophe De Vleeschouwer
JPEG-XS offers low complexity image compression for applications with constrained but reasonable bit-rate, and low latency. Our paper explores the deployment of JPEG-XS on lossy pa…
Ball 3D Localization From A Single Calibrated Image
Gabriel Van Zandycke, Christophe De Vleeschouwer
Ball 3D localization in team sports has various applications including automatic offside detection in soccer, or shot release localization in basketball. Today, this task is either…