Dieter Balemans

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Physically Plausible

Top Venues

Internet Things

VISIGRAPP (4): VISAPP

Publications

Dieter Balemans, Benjamin Vandersmissen, Jan Steckel, Siegfried Mercelis, Philippe Reiter, José Oramas
Deep Learning Model Compression for Resource Efficient Activity Recognition on Edge Devices: A Case Study. VISIGRAPP (4): VISAPP (2024)
Abanoub Ghobrial, Dieter Balemans, Hamid Asgari, Philippe Reiter, Kerstin Eder
Evaluation Metrics for CNNs Compression. CoRR (2023)
Siemen Herremans, Jens de Hoog, Simon Vanneste, Dieter Balemans, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
Autonomous Navigation Using Model-Based Reinforcement Learning. 3PGCIC (2022)
Dieter Balemans, Philippe Reiter, Jan Steckel, Peter Hellinckx
Resource efficient AI: Exploring neural network pruning for task specialization. Internet Things 20 (2022)
Arne Troch, Jens de Hoog, Simon Vanneste, Dieter Balemans, Steven Latré, Peter Hellinckx
Transfer Learning in Autonomous Driving Using Real-World Samples. 3PGCIC (2021)
Dieter Balemans, Wim Casteels, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
Resource efficient sensor fusion by knowledge-based network pruning. Internet Things 11 (2020)
Dieter Balemans, Yves De Boeck, Jens de Hoog, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
Towards Hybrid Camera Sensor Simulation for Autonomous Vehicles. 3PGCIC (2020)
Dieter Balemans, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
LiDAR and Camera Sensor Fusion for 2D and 3D Object Detection. 3PGCIC (2019)