2 papers
cs.CV2022
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…
cs.CV2020
How semantic and geometric information mutually reinforce each other in ToF object localization
Antoine Vanderschueren, Victor Joos, Christophe De Vleeschouwer
We propose a novel approach to localize a 3D object from the intensity and depth information images provided by a Time-of-Flight (ToF) sensor. Our method uses two CNNs. The first o…