1. Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon \Lukasik, Micha\l Ha\lon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2024 Challenges Results. arXiv, abs/2409.10587, 2024. Keyword(s): SoccerNet challenge. [bibtex-entry]



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 Abdullah et al. Kamal. SoccerNet 2023 challenges results. Sports Engineering, 27(2):1-18, July 2024. Keyword(s): SoccerNet, Challenge. [bibtex-entry]



3. Sushant Gautam, Mehdi Houshmand Sarkhoosh, Jan Held, Cise Midoglu, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen, and Mubarak Shah. SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset. arxiv, abs/2405.07354, 2024. Keyword(s): SoccerNet, Audio, Commentary, Dataset. [bibtex-entry]



4. Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Christel Devue, Bernard Ghanem, and Marc Van Droogenbroeck. Towards AI-Powered Video Assistant Referee System (VARS) for Association Football. arXiv, abs/2407.12483, 2024. Keyword(s): Soccer, Football, Referee, Human study. [bibtex-entry]

1. 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, volume 9, Seattle, Washington, USA, pages 3267-3279, June 2024. Keyword(s): Soccer, Football, Referee, Large language model, VAR, Explainability. [bibtex-entry]



2. 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. [bibtex-entry]

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