3 papers
cs.LG2026
SambaGraph: Action-Reaction Spatio-Temporal Graphs for Soccer Tactical Response Modeling
Abel A. Reyes-Angulo, Henry O. Velesaca, Steven Araujo
Soccer tactics are interactive: an attacking action changes the opponent's defensive problem, and the observed response depends on the multi-agent match state. We introduce SambaGr…
cs.CV2026
MambaKick: Early Penalty Direction Prediction from HAR Embeddings
Henry O. Velesaca, David Freire-Obregon, Abel Reyes-Angulo +2
Penalty kicks in soccer are decided under extreme time constraints, where goalkeepers benefit from anticipating shot direction from the kickers motion before or around ball contact…
cs.CV2025
SoccerNet 2025 Challenges Results
Silvio Giancola, Anthony Cioppa, Marc Gutiérrez-Pérez +115
The SoccerNet 2025 Challenges mark the fifth annual edition of the SoccerNet open benchmarking effort, dedicated to advancing computer vision research in football video understandi…