Tom De Schepper

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Wireless Networks

Discretization Methods

Reinforcement Learning

Flow Management

Top Venues

BNAIC/BENELEARN

IEEE Trans. Netw. Serv. Manag.

Publications

Wei Wei, Tom De Schepper, Kevin Mets
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition. VISIGRAPP (2): VISAPP (2024)
Mattias Billast, Tom De Schepper, Kevin Mets
Unsupervised Domain Adaptation for Human Pose Action Recognition. VISIGRAPP (2): VISAPP (2024)
Thomas Avé, Tom De Schepper, Kevin Mets
Policy Compression for Intelligent Continuous Control on Low-Power Edge Devices. Sensors 24 (15) (2024)
Steven Mortier, Amir Hamedpour, Bart Bussmann, Ruth Phoebe Tchana Wandji, Steven Latré, Bjarni D. Sigurdsson, Tom De Schepper, Tim Verdonck
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning. Ecol. Informatics 82 (2024)
Wei Wei, Tom De Schepper, Kevin Mets
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition. CoRR (2024)
Mattias Billast, Jonas De Bruyne, Klaas Bombeke, Tom De Schepper, Kevin Mets
Physical Ergonomics Anticipation with Human Motion Prediction. VISIGRAPP (4): VISAPP (2024)
Muhammad Irzam Liaqat, Shah Nawaz, Muhammad Zaigham Zaheer, Muhammad Saad Saeed, Hassan Sajjad, Tom De Schepper, Karthik Nandakumar, Muhammad Haris Khan, Markus Schedl
Chameleon: Images Are What You Need For Multimodal Learning Robust To Missing Modalities. CoRR (2024)
Thomas Avé, Paola Soto, Miguel Camelo, Tom De Schepper, Kevin Mets
Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures. NOMS (2024)
Wei Wei, Tom De Schepper, Kevin Mets
Dataset Condensation with Latent Quantile Matching. CoRR (2024)
Steven Mortier, Amir Hamedpour, Bart Bussmann, Ruth Phoebe Tchana Wandji, Steven Latré, Bjarni D. Sigurdsson, Tom De Schepper, Tim Verdonck
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning. CoRR (2023)
Henrique Duarte Moura, Leonid Kholkine, Lynn D'eer, Kevin Mets, Tom De Schepper
Towards graph-based forecasting with attention for real-world restaurant sales. ICDM (Workshops) (2023)
Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. CoRR (2023)
Astrid Vanneste, Thomas Somers, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning. CoRR (2023)
Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning. CoRR (2023)
Matthias Hutsebaut-Buysse, Ferran Gebelli Guinjoan, Erwin Rademakers, Steven Latré, Abdellatif Bey-Temsamani, Kevin Mets, Erik Mannens, Tom De Schepper
Directed Real-World Learned Exploration. IROS (2023)
Mattias Billast, Kevin Mets, Tom De Schepper, José Oramas, Steven Latré
Human Motion Prediction on the IKEA-ASM Dataset. VISIGRAPP (5: VISAPP) (2023)
Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
Deep Set Conditioned Latent Representations for Action Recognition. VISIGRAPP (5: VISAPP) (2022)
Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Steven Latré, Peter Hellinckx
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning. CoRR (2022)
Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. IECON (2022)
Matthias Hutsebaut-Buysse, Kevin Mets, Tom De Schepper, Steven Latré
Structured Exploration Through Instruction Enhancement for Object Navigation. CoRR (2022)
Mattias Billast, Robin Janssens, Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Ali Anwar, Kevin Mets, Tom De Schepper, José Oramas, Steven Latré, Peter Hellinckx
Object Detection To Enable Autonomous Vessels On European Inland Waterways. IECON (2022)
Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
Deep set conditioned latent representations for action recognition. CoRR (2022)
Gadzhi Musaev, Kevin Mets, Rokas Tamosiunas, Vadim Uvarov, Tom De Schepper, Peter Hellinckx
On-device Deep Learning Location Category Inference Model. BNAIC/BENELEARN (2022)
Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
Task Independent Capsule-Based Agents for Deep Q-Learning. BNAIC/BENELEARN (2021)
Matthias Hutsebaut-Buysse, Tom De Schepper, Kevin Mets, Steven Latré
Disagreement Options: Task Adaptation Through Temporally Extended Actions. ECML/PKDD (1) (2021)
Mattias Billast, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré
Object Detection with Semi-supervised Adversarial Domain Adaptation for Real-Time Edge Devices. BNAIC/BENELEARN (2021)
Henrique Duarte Moura, Leonid Kholkine, Laurens Van Damme, Kevin Mets, Christiaan Leysen, Tom De Schepper, Peter Hellinckx, Steven Latré
Low Cost Player Tracking in Field Hockey. MLSA@PKDD/ECML (2021)
Leonid Kholkine, Tom De Schepper, Tim Verdonck, Steven Latré
A Machine Learning Approach for Road Cycling Race Performance Prediction. MLSA@PKDD/ECML (2020)
Patrick Bosch, Tom De Schepper, Ensar Zeljkovic, Jeroen Famaey, Steven Latré
Orchestration of heterogeneous wireless networks: State of the art and remaining challenges. Comput. Commun. 149 (2020)
Miguel Camelo, Tom De Schepper, Paola Soto, Johann Márquez-Barja, Jeroen Famaey, Steven Latré
Detection of traffic patterns in the radio spectrum for cognitive wireless network management. ICC (2020)
Tom De Schepper, Patrick Bosch, Jakob Struye, Carlos Donato, Jeroen Famaey, Steven Latré
ORCHESTRA: Supercharging Wireless Backhaul Networks Through Multi-technology Management. J. Netw. Syst. Manag. 28 (4) (2020)
Tom De Schepper, Steven Latré, Jeroen Famaey
Scalable Load Balancing and Flow Management in Dynamic Heterogeneous Wireless Networks. J. Netw. Syst. Manag. 28 (1) (2020)
Tom De Schepper, Miguel Camelo, Jeroen Famaey, Steven Latré
Traffic classification at the radio spectrum level using deep learning models trained with synthetic data. Int. J. Netw. Manag. 30 (4) (2020)
Tom De Schepper, Jeroen Famaey, Steven Latré
Multi-technology Management of Heterogeneous Wireless Networks. NOMS (2020)
Tom De Schepper, Steven Latré, Jeroen Famaey
Flow Management and Load Balancing in Dynamic Heterogeneous LANs. IEEE Trans. Netw. Serv. Manag. 15 (2) (2018)
Tom De Schepper, Patrick Bosch, Ensar Zeljkovic, Farouk Mahfoudhi, Jetmir Haxhibeqiri, Jeroen Hoebeke, Jeroen Famaey, Steven Latré
ORCHESTRA: Enabling Inter-Technology Network Management in Heterogeneous Wireless Networks. IEEE Trans. Netw. Serv. Manag. 15 (4) (2018)
Patrick Bosch, Tom De Schepper, Ensar Zeljkovic, Farouk Mahfoudhi, Yorick De Bock, Jeroen Famaey, Steven Latré
A Demonstration of Seamless Inter-Technology Mobility in Heterogeneous Networks. WOWMOM (2018)
Tom De Schepper, Steven Latré, Jeroen Famaey
Load balancing and flow management under user mobility in heterogeneous wireless networks. CNSM (2018)
Tom De Schepper, Patrick Bosch, Ensar Zeljkovic, Koen De Schepper, Chris Hawinkel, Steven Latré, Jeroen Famaey
SDN-based transparent flow scheduling for heterogeneous wireless LANs. IM (2017)
Tom De Schepper, Jakob Struye, Ensar Zeljkovic, Steven Latré, Jeroen Famaey
Software-defined multipath-TCP for smart mobile devices. CNSM (2017)
Tom De Schepper, Alexander Vanhulle, Steven Latré
Dynamic BLE-based fingerprinting for location-aware smart homes. SCVT (2017)
Ensar Zeljkovic, Tom De Schepper, Patrick Bosch, Ian Vermeulen, Jetmir Haxhibeqiri, Jeroen Hoebeke, Jeroen Famaey, Steven Latré
ORCHESTRA: Virtualized and programmable orchestration of heterogeneous WLANs. CNSM (2017)
Ian Vermeulen, Patrick Bosch, Tom De Schepper, Steven Latré
DiMob: Scalable and seamless mobility in SDN managed wireless networks. CNSM (2017)
Tom De Schepper, Steven Latré, Jeroen Famaey
A transparent load balancing algorithm for heterogeneous Local Area Networks. IM (2017)
Tom De Schepper, Bart Braem, Steven Latré
A virtual reality-based multiplayer game using fine-grained localization. GIIS (2015)