1. Carles Cantero, Olivier Absil, Carl-Henrik Dahlqvist, and Marc Van Droogenbroeck. NA-SODINN: a deep learning algorithm for exoplanet image detection based on residual noise regimes. arXiv, abs/2302.02854, February 2023. Keyword(s): Exoplanet, Detection, High-contrast imaging, Noise regime, Gaussian, Laplacian.
   

   @article{Cantero2023NASODINN-arxiv,
   title = {{NA}-{SODINN}: a deep learning algorithm for exoplanet image detection based on residual noise regimes},
   author = {Cantero, Carles and Absil, Olivier and Dahlqvist, Carl-Henrik and Van Droogenbroeck, Marc},
   journal = {arXiv},
   volume = {abs/2302.02854},
   month = {February},
   year = {2023},
   publisher = {arXiv},
   eprint = {2302.02854},
   keywords = {Exoplanet, Detection, High-contrast imaging, Noise regime, Gaussian, Laplacian},
   eprinttype = {arXiv},
   doi = {10.48550/arXiv.2302.02854},
   url = {https://doi.org/10.48550/arXiv.2302.02854} 
   }
   




2. Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, and Marc Van Droogenbroeck. Towards Active Learning for Action Spotting in Association Football Videos. arxiv, abs/2304.04220, 2023. Note: Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports. Keyword(s): Soccer, Action spotting, Active learning.
   

   @article{Giancola2023Towards-arxiv,
   title = {Towards Active Learning for Action Spotting in Association Football Videos},
   author = {Giancola, Silvio and Cioppa, Anthony and Georgieva, Julia and Billingham, Johsan and Serner, Andreas and Peek, Kerry and Ghanem, Bernard and Van Droogenbroeck, Marc},
   journal = arxiv,
   volume = {abs/2304.04220},
   year = {2023},
   publisher = {arXiv},
   eprint = {2304.04220},
   keywords = {Soccer, Action spotting, Active learning},
   note = {Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
   eprinttype = {arXiv},
   doi = {10.48550/arXiv.2304.04220},
   url = {https://doi.org/10.48550/arXiv.2304.04220} 
   }
   




3. Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, and Marc Van Droogenbroeck. VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. ArXiv, abs/2304.04617, 2023. Note: Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports. Keyword(s): Soccer, Referee, Multiple views, Decision..
   

   @article{Held2023VARS-arxiv,
   title = {{VARS}: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views},
   author = {Held, Jan and Cioppa, Anthony and Giancola, Silvio and Hamdi, Abdullah and Ghanem, Bernard and Van Droogenbroeck, Marc},
   journal = {ArXiv},
   ,
   volume = {abs/2304.04617},
   year = {2023},
   publisher = {arXiv},
   eprint = {2304.04617},
   keywords = {Soccer, Referee, Multiple views, Decision.},
   note = {Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
   eprinttype = {arXiv},
   doi = {10.48550/arXiv.2304.04617},
   url = {https://doi.org/10.48550/arXiv.2304.04617} 
   }
   




4. Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, and Marc Van Droogenbroeck. Online Distillation with Continual Learning for Cyclic Domain Shifts. ArXiv, abs/2304.01239, 2023. Note: To appear in IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision. Keyword(s): Online distillation, Continual learning, Autonomous cars.
   

   @article{Houyon2023Online-arxiv,
   title = {Online Distillation with Continual Learning for Cyclic Domain Shifts},
   author = {Houyon, Joachim and Cioppa, Anthony and Ghunaim, Yasir and Alfarra, Motasem and Halin, Ana{\"\i}s and Henry, Maxim and Ghanem, Bernard and Van Droogenbroeck, Marc},
   journal = {ArXiv},
   volume = {abs/2304.01239},
   year = {2023},
   publisher = {arXiv},
   eprint = {2304.01239},
   keywords = {Online distillation, Continual learning, Autonomous cars} note = {To appear in IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision},
   eprinttype = {arXiv},
   doi = {10.48550/arXiv.2304.01239},
   url = {https://doi.org/10.48550/arXiv.2304.01239} 
   }
   




5. Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. ArXiv, abs/2304.04565, 2023. Note: Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports. Keyword(s): Soccer, Video captioning.
   

   @article{Mkhallati2023SoccerNetCaption-arxiv,
   title = {{SoccerNet}-{C}aption: Dense Video Captioning for Soccer Broadcasts Commentaries},
   author = {Mkhallati, Hassan and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
   journal = {ArXiv},
   volume = {abs/2304.04565},
   year = {2023},
   publisher = {arXiv},
   eprint = {2304.04565},
   keywords = {Soccer, Video captioning},
   note = {Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
   eprinttype = {arXiv},
   doi = {10.48550/arXiv.2304.04565},
   url = {https://doi.org/10.48550/arXiv.2304.04565} 
   }
   

1. Olivier Absil, Carles Cantero, and Marc Van Droogenbroeck. Machine learning for direct exoplanet imaging. In Biomedical and Astronomical Signal Processing (BASP) Frontiers, Villars-sur-Ollon, Switzerland, February 2023. Keyword(s): Exoplanet, Machine learning.
   

   @inproceedings{Absil2023Machine,
   title = {Machine learning for direct exoplanet imaging},
   author = {Absil, Olivier and Cantero, Carles and Van Droogenbroeck, Marc},
   booktitle = {Biomedical and Astronomical Signal Processing (BASP) Frontiers},
   month = {February},
   year = {2023},
   address = {Villars-sur-Ollon, Switzerland},
   keywords = {Exoplanet, Machine learning},
   url = {https://baspfrontiers.org/} 
   }
   




2. Anthony Cioppa, Silvio Giancola, Adrien Deliège, Vladimir Somers, Floriane Magera, Hassan Mkhallati, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet Exploring the Game with Computer Vision. In Rising Stars in AI Symposium, Thuwal, Saudi Arabia, February 2023. Note: Invited talk. Keyword(s): SoccerNet, Soccer, Football, Deep learning, Machine learning, Artificial intelligence.
   

   @inproceedings{Cioppa2023SoccerNetExploring,
   title = {{SoccerNet} Exploring the Game with Computer Vision},
   author = {Cioppa, Anthony and Giancola, Silvio and Deli{\`e}ge, Adrien and Somers, Vladimir and Magera, Floriane and Mkhallati, Hassan and Kang, Le and Zhou, Xin and Cheng, Zhiyu and Ghanem, Bernard and Van Droogenbroeck, Marc},
   booktitle = {Rising Stars in AI Symposium},
   note = {Invited talk},
   month = {February},
   year = {2023},
   address = {Thuwal, Saudi Arabia},
   keywords = {SoccerNet, Soccer, Football, Deep learning, Machine learning, Artificial intelligence} 
   }
   




3. Michaël Fonder and Marc Van Droogenbroeck. A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles. In IEEE International Conference on Systems, Signals and Image Processing (IWSSIP), Ohrid, North Macedonia, pages 1-5, June 2023. Keyword(s): Depth, Depth estimation, Depth uncertainty, Deep learning, Drone, UAV, Parallax.
   

   @inproceedings{Fonder2023ATechnique,
   title = {A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles},
   author = {Fonder, Micha{\"e}l and Van Droogenbroeck, Marc},
   booktitle = {IEEE International Conference on Systems, Signals and Image Processing (IWSSIP)},
   pages = {1-5},
   month = {June},
   year = {2023},
   keywords = {Depth, Depth estimation, Depth uncertainty, Deep learning, Drone, UAV, Parallax},
   address = {Ohrid, North Macedonia} 
   }
   




4. Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, and Marc Van Droogenbroeck. Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Waikoloa, Hawaii, USA, pages 22-31, January 2023. Keyword(s): Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC.
   

   @inproceedings{Pierard2023Mixture,
   title = {Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance},
   author = {Pi{\'e}rard, S{\'e}bastien and Cioppa, Anthony and Halin, Ana{\"{\i}}s and Vandeghen, Renaud and Zanella, Maxime and Macq, Beno{\^{\i}}t and Mahmoudi, Sa{\"{\i}}d and Van Droogenbroeck, Marc},
   booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)},
   pages = {22-31},
   month = {January},
   year = {2023},
   address = {Waikoloa, Hawaii, USA},
   keywords = {Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC},
   doi = {10.1109/wacvw58289.2023.00007},
   url = {https://doi.org/10.1109/WACVW58289.2023.00007} 
   }
   

1. Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, and Marc Van Droogenbroeck. Pushing AI out of the lab with on-the-fly mixture domain adaptation. The European AI week, March 2023. Keyword(s): Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC.
   

   @misc{Pierard2023PushingAIOutOfTheLab,
   title = {Pushing {AI} out of the lab with on-the-fly mixture domain adaptation},
   author = {Pi{\'e}rard, S{\'e}bastien and Cioppa, Anthony and Halin, Ana{\"{\i}}s and Vandeghen, Renaud and Zanella, Maxime and Macq, Beno{\^{\i}}t and Mahmoudi, Sa{\"{\i}}d and Van Droogenbroeck, Marc},
   howpublished = {The European AI week},
   month = {March},
   year = {2023},
   keywords = {Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC},
   url = {https://hdl.handle.net/2268/301385} 
   }
   

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