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Publications of year 2023
Articles in journal or book chapters
  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. Astronomy & Astrophysics, 680:1-24, December 2023. Keyword(s): Exoplanet, Detection, High-contrast imaging, Noise, Noise regime, Gaussian, Laplacian, NA-SODINN.
    @article{Cantero2023NASODINN,
    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 = {Astronomy \& Astrophysics},
    volume = {680},
    pages = {1-24},
    month = Dec,
    year = {2023},
    publisher = {EDP Sciences},
    keywords = {Exoplanet, Detection, High-contrast imaging, Noise, Noise regime, Gaussian, Laplacian, NA-SODINN},
    doi = {10.1051/0004-6361/202346085},
    url = {https://doi.org/10.1051/0004-6361/202346085} 
    }
    


  2. Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2023 Challenges Results. arXiv, abs/2309.06006, 2023. Keyword(s): SoccerNet, Challenge.
    @article{Cioppa2023SoccerNetChallenge-arxiv,
    title = {{SoccerNet} 2023 Challenges Results},
    author = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Magera, Floriane and Zhou, Xin and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Held, Jan and Hinojosa, Carlos and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and et al.},
    author-full = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Magera, Floriane and Zhou, Xin and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Held, Jan and Hinojosa, Carlos and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and Kamal, Abdullah and Maglo, Adrien and Clap{\'e}s, Albert and Abdelaziz, Amr and Xarles, Artur and Orcesi, Astrid and Scott, Atom and Liu, Bin and Lim, Byoungkwon and Chen, Chen and Deuser, Fabian and Yan, Feng and Yu, Fufu and Shitrit, Gal and Wang, Guanshuo and Choi, Gyusik and Kim, Hankyul and Guo, Hao and Fahrudin, Hasby and Koguchi, Hidenari and Ard{\"o}, H\r{a}kan and Salah, Ibrahim and Yerushalmy, Ido and Muhammad, Iftikar and Uchida, Ikuma and Be'ery, Ishay and Rabarisoa, Jaonary and Lee, Jeongae and Fu, Jiajun and Yin, Jianqin and Xu, Jinghang and Nang, Jongho and Denize, Julien and Li, Junjie and Zhang, Junpei and Kim, Juntae and Synowiec, Kamil and Kobayashi, Kenji and Zhang, Kexin and Habel, Konrad and Nakajima, Kota and Jiao, Licheng and Ma, Lin and Wang, Lizhi and Wang, Luping and Li, Menglong and Zhou, Mengying and Nasr, Mohamed and Abdelwahed, Mohamed and Liashuha, Mykola and Falaleev, Nikolay and Oswald, Norbert and Jia, Qiong and Pham, Quoc-Cuong and Song, Ran and H{\'e}rault, Romain and Peng, Rui and Chen, Ruilong and Liu, Ruixuan and Baikulov, Ruslan and Fukushima, Ryuto and Escalera, Sergio and Lee, Seungcheon and Chen, Shimin and Ding, Shouhong and Someya, Taiga and Moeslund, Thomas B. and Li, Tianjiao and Shen, Wei and Zhang, Wei and Li, Wei and Dai, Wei and Luo, Weixin and Zhao, Wending and Zhang, Wenjie and Yang, Xinquan and Ma, Yanbiao and Joo, Yeeun and Zeng, Yingsen and Gan, Yiyang and Zhu, Yongqiang and Zhong, Yujie and Ruan, Zheng and Li, Zhiheng and Huangi, Zhijian and Meng, Ziyu},
    journal = {arXiv},
    volume = {abs/2309.06006},
    year = {2023},
    publisher = {arXiv},
    eprint = {2309.06006},
    keywords = {SoccerNet, Challenge},
    eprinttype = {arXiv},
    doi = {10.48550/arXiv.2309.06006},
    url = {https://doi.org/10.48550/arXiv.2309.06006} 
    }
    


  3. Giovanny Moncayo-Unda, Marc Van Droogenbroeck, Ismaël Saadi, and Mario Cools. A longitudinal analysis of the COVID-19 effects on the variability in Human Activity Spaces in Quito, Ecuador. Journal of Transport Geography, 113:1-13, December 2023. Keyword(s): Google location history, Activity point location, Human activity space, Travel, Covid, Timeline tracking, Longitudinal data.
    @article{MoncayoUnda2023ALongitudinal,
    title = {A longitudinal analysis of the {COVID-19} effects on the variability in Human Activity Spaces in {Q}uito, {E}cuador},
    author = {Moncayo-Unda, Giovanny and Van Droogenbroeck, Marc and Saadi, Isma\"el and Cools, Mario},
    journal = {Journal of Transport Geography},
    volume = {113},
    pages = {1-13},
    month = {December},
    year = {2023},
    keywords = {Google location history, Activity point location, Human activity space, Travel, Covid, Timeline tracking, Longitudinal data},
    doi = {10.1016/j.jtrangeo.2023.103735},
    url = {https://doi.org/10.1016/j.jtrangeo.2023.103735} 
    }
    


Conference articles
  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},
    address = {Ohrid, North Macedonia},
    keywords = {Depth, Depth estimation, Depth uncertainty, Deep learning, Drone, UAV, Parallax},
    doi = {10.1109/iwssip58668.2023.10180268},
    url = {https://doi.org/10.1109/IWSSIP58668.2023.10180268} 
    }
    


  4. 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. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5098-5108, June 2023. Keyword(s): Soccer, Action spotting, Active learning, SoccerNet.
    @inproceedings{Giancola2023Towards,
    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},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    pages = {5098-5108},
    month = {June},
    year = {2023},
    address = {Vancouver, Canada},
    keywords = {Soccer, Action spotting, Active learning, SoccerNet},
    doi = {10.1109/cvprw59228.2023.00538},
    url = {https://doi.org/10.1109/CVPRW59228.2023.00538} 
    }
    


  5. 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. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5086-5097, June 2023. Keyword(s): Soccer, Referee, Multiple views, Decision.
    @inproceedings{Held2023VARS,
    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},
    booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    pages = {5086-5097},
    month = {June},
    year = {2023},
    address = {Vancouver, Canada},
    keywords = {Soccer, Referee, Multiple views, Decision},
    doi = {10.1109/cvprw59228.2023.00537},
    url = {https://doi.org/10.1109/CVPRW59228.2023.00537} 
    }
    


  6. 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. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision, Vancouver, Canada, pages 2437-2446, June 2023. Keyword(s): Online distillation, Continual learning, Autonomous cars.
    @inproceedings{Houyon2023Online,
    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},
    booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision},
    pages = {2437-2446},
    month = Jun,
    year = {2023},
    address = {Vancouver, Canada},
    keywords = {Online distillation, Continual learning, Autonomous cars} doi = {10.1109/cvprw59228.2023.00242},
    url = {https://doi.org/10.1109/CVPRW59228.2023.00242} 
    }
    


  7. Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. In IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Vancouver, Canada, pages 5074-5085, June 2023. Keyword(s): Soccer, Video captioning.
    @inproceedings{Mkhallati2023SoccerNetCaption,
    title = {{SoccerNet}-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries},
    author = {Mkhallati, Hassan and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    pages = {5074-5085},
    month = {June},
    year = {2023},
    address = {Vancouver, Canada},
    keywords = {Soccer, Video captioning},
    doi = {10.1109/cvprw59228.2023.00536},
    url = {https://doi.org/10.1109/CVPRW59228.2023.00536} 
    }
    


  8. 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} 
    }
    


  9. Renaud Vandeghen, Gilles Louppe, and Marc Van Droogenbroeck. Adaptive Self-Training for Object Detection. In IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops), Paris, France, pages 914-923, October 2023. Keyword(s): Deep learning, Machine learning, Self-training, Object detection, Semi-supervision, Supervision, Refinement, ASTOD, COCO dataset, DIOR dataset.
    @inproceedings{Vandeghen2023Adaptive,
    title = {Adaptive Self-Training for Object Detection},
    author = {Vandeghen, Renaud and Louppe, Gilles and Van Droogenbroeck, Marc},
    booktitle = {IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops)},
    pages = {914-923},
    month = {October},
    year = {2023},
    address = {Paris, France},
    keywords = {Deep learning, Machine learning, Self-training, Object detection, Semi-supervision, Supervision, Refinement, ASTOD, COCO dataset, DIOR dataset},
    doi = {10.1109/ICCVW60793.2023.00098},
    url = {https://doi.org/10.1109/ICCVW60793.2023.00098} 
    }
    


Miscellaneous
  1. Anaïs Halin, Benoît Gérin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. Driving Agents in Dynamic Environments DADE dataset, 2023. Keyword(s): Dataset, Driving, Learning.
    @misc{Halin2023DADE,
    title = {{D}riving {A}gents in {D}ynamic {E}nvironments {DADE} dataset},
    author = {Halin, Ana{\"\i}s and G{\'e}rin, Beno{\^\i}t and Cioppa, Anthony and Henry, Maxim and Ghanem, Bernard and Macq, Beno{\^\i}t and De Vleeschouwer, Christophe and Van Droogenbroeck, Marc},
    year = {2023},
    publisher = {ULi{\`e}ge Open Data Repository},
    keywords = {Dataset, Driving, Learning},
    doi = {10.58119/ULG/H5SP5P},
    url = {https://dataverse.uliege.be/citation?persistentId=doi:10.58119/ULG/H5SP5P} 
    }
    


  2. 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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