444 citations · 493 across the 2 of their papers we have counts for
3 papers
Semantic Instance Segmentation with a Discriminative Loss Function
Bert De Brabandere, Davy Neven, Luc Van Gool
Semantic instance segmentation remains a challenging task. In this work we propose to tackle the problem with a discriminative loss function, operating at the pixel level, that enc…
Fast Scene Understanding for Autonomous Driving
Davy Neven, Bert De Brabandere, Stamatios Georgoulis +2
Most approaches for instance-aware semantic labeling traditionally focus on accuracy. Other aspects like runtime and memory footprint are arguably as important for real-time applic…
Dynamic Filter Networks
Bert De Brabandere, Xu Jia, Tinne Tuytelaars +1
In a traditional convolutional layer, the learned filters stay fixed after training. In contrast, we introduce a new framework, the Dynamic Filter Network, where filters are genera…