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Publications of year 2024
Articles in journal or book chapters
  1. Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders. arXiv, abs/2403.17823, 2024. Keyword(s): Pre-training.
    @article{Eymael2024Efficient-arxiv,
    title = {Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders},
    author = {Eyma{\"e}l, Alexandre and Vandeghen, Renaud and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    journal = {arXiv},
    volume = {abs/2403.17823},
    year = {2024},
    publisher = {arXiv},
    eprint = {2403.17823},
    keywords = {Pre-training},
    eprinttype = {arXiv},
    doi = {10.48550/arXiv.2403.17823},
    url = {https://doi.org/10.48550/arXiv.2403.17823} 
    }
    


Conference articles
  1. Yassine Benzakour, Bruno Cabado, Silvio Giancola, Anthony Cioppa, Bernard Ghanem, and Marc Van Droogenbroeck. OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos. In IEEE International Workshop on Sport Technology and Research (STAR), Lecco, Italy, July 2024. Keyword(s): Video undestanding, Action spotting, Sports analytics, Python library, Benchmark, Algorithm.
    @inproceedings{Benzakour2024OSL-ActionSpotting,
    title = {{OSL-ActionSpotting}: A Unified Library for Action Spotting in Sports Videos},
    author = {Benzakour, Yassine and Cabado, Bruno and Giancola, Silvio and Cioppa, Anthony and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Workshop on Sport Technology and Research (STAR)},
    month = {July},
    year = {2024},
    address = {Lecco, Italy},
    keywords = {Video undestanding, Action spotting, Sports analytics, Python library, Benchmark, Algorithm} 
    }
    


  2. Bruno Cabado, Anthony Cioppa, Silvio Giancola, Andrés Villa, Bertha Guijarro-Berdiñas, Emilio Padrón, Bernard Ghanem, and Marc Van Droogenbroeck. Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, June 2024. Keyword(s): Soccer, Football, Action spotting, Transferability.
    @inproceedings{Cabado2024Beyond,
    title = {Beyond the {Premier}: Assessing Action Spotting Transfer Capability Across Diverse Domains},
    author = {Cabado, Bruno and Cioppa, Anthony and Giancola, Silvio and Villa, Andr\'es and Guijarro-Berdi\~nas, Bertha and Padr\'on, Emilio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Soccer, Football, Action spotting, Transferability} 
    }
    


  3. Antoine Deckyvere, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. Investigating Event-Based Cameras for Video Frame Interpolation in Sports. In IEEE International Workshop on Sport Technology and Research (STAR), Lecco, Italy, July 2024. Keyword(s): Event-based camera, Slowr motion, Video frame interpolation, Video understanding, Sports analysis.
    @inproceedings{Deckyvere2024Investigating,
    title = {Investigating Event-Based Cameras for Video Frame Interpolation in Sports},
    author = {Deckyvere, Antoine and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Workshop on Sport Technology and Research (STAR)},
    month = {July},
    year = {2024},
    address = {Lecco, Italy},
    keywords = {Event-based camera, Slowr motion, Video frame interpolation, Video understanding, Sports analysis} 
    }
    


  4. Benoît Gérin, Anaïs Halin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Autonomous Driving, Seattle, Washington, USA, June 2024. Keyword(s): Online distillation, Test-time adaptation, Driving environnement, Multi-stream, Cellular learning.
    @inproceedings{Gerin2024MultiStream,
    title = {Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments},
    author = {G\'erin, Beno{\^{\i}}t and Halin, Ana{\"\i}s and Cioppa, Anthony and Henry, Maxim and Ghanem, Bernard and Macq, Beno{\^{\i}}t and De Vleeschouwer, Christophe and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Autonomous Driving},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Online distillation, Test-time adaptation, Driving environnement, Multi-stream, Cellular learning} 
    }
    


  5. Jan Held, Hani Itani, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, June 2024. Keyword(s): Soccer, Football, Referee, Large language model, VAR, Explainability.
    @inproceedings{Held2024XVARS,
    title = {X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models},
    author = {Held, Jan and Itani, Hani and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Soccer, Football, Referee, Large language model, VAR, Explainability} 
    }
    


  6. Arnaud Leduc, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, June 2024. Keyword(s): Soccer, SoccerNet, Football, Depth estimation, Volley-ball, Synthetic data, Dataset.
    @inproceedings{Leduc2024SoccerNetDepth,
    title = {{SoccerNet-Depth}: a Scalable Dataset for Monocular Depth Estimation in Sports Videos},
    author = {Leduc, Arnaud and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Soccer, SoccerNet, Football, Depth estimation, Volley-ball, Synthetic data, Dataset} 
    }
    


  7. Floriane Magera, Thomas Hoyoux, Olivier Barnich, and Marc Van Droogenbroeck. A Universal Protocol to Benchmark Camera Calibration for Sports. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, June 2024. Keyword(s): Sports, Soccer, Camera calibration, Benchmarking, SoccerNet.
    @inproceedings{Magera2024AUniversal,
    title = {A Universal Protocol to Benchmark Camera Calibration for Sports},
    author = {Magera, Floriane and Hoyoux, Thomas and Barnich, Olivier and Van Droogenbroeck, Marc},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Sports, Soccer, Camera calibration, Benchmarking, SoccerNet} 
    }
    


  8. Vladimir Somers, Victor Joos, Silvio Giancola, Anthony Cioppa, Seyed Abolfazl Ghasemzadeh, Floriane Magera, Baptiste Standaert, AmirMohammad Mansourian, Xin Zhou, Shohreh Kasaei, Bernard Ghanem, Alexandre Alahi, Marc Van Droogenbroeck, and Christophe De Vleeschouwer. SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, June 2024. Keyword(s): Soccer, SoccerNet, Football, Game state.
    @inproceedings{Somers2024SoccerNetGameState,
    title = {{SoccerNet} Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap},
    author = {Somers, Vladimir and Joos, Victor and Giancola, Silvio and Cioppa, Anthony and Ghasemzadeh, Seyed Abolfazl and Magera, Floriane and Standaert, Baptiste and Mansourian, AmirMohammad and Zhou, Xin and Kasaei, Shohreh and Ghanem, Bernard and Alahi, Alexandre and Van Droogenbroeck, Marc and De Vleeschouwer, Christophe},
    booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
    month = {June},
    year = {2024},
    address = {Seattle, Washington, USA},
    keywords = {Soccer, SoccerNet, Football, Game state} 
    }
    



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Last modified: Thu May 16 15:25:42 2024