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Sports Analytics

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Showing 51–97 of 97 papers

TitleStatusHype
SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos—0
Bayesian taut splines for estimating the number of modes—0
Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions—0
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTMCode1
Robust Explainer Recommendation for Time Series ClassificationCode0
ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical AnalysisCode0
Boldness-Recalibration for Binary Event Predictions—0
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey—0
SportsPose -- A Dynamic 3D sports pose datasetCode1
Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution—0
Presenting Multiagent Challenges in Team Sports Analytics—0
CLIP-ReIdent: Contrastive Training for Player Re-Identification—0
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations—0
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in BadmintonCode0
A Survey on the application of Data Science And Analytics in the field of Organised Sports—0
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)—0
Towards Automated Key-Point Detection in Images with Partial Pool View—0
Bump hunting through density curvature features—0
Graph Neural Networks to Predict Sports Outcomes—0
Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports VideosCode0
Predicting Team Performance with Spatial Temporal Graph Convolutional Networks—0
A Survey on Video Action Recognition in Sports: Datasets, Methods and ApplicationsCode3
A Multi-stage deep architecture for summary generation of soccer videos—0
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task LearningCode0
LTC-GIF: Attracting More Clicks on Feature-length Sports VideosCode0
DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports ScenesCode0
Ice hockey player identification via transformers and weakly supervised learning—0
Unsupervised Learning of Neurosymbolic EncodersCode1
Coach2vec: autoencoding the playing style of soccer coaches—0
From Motor Control to Team Play in Simulated Humanoid FootballCode0
Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation—0
A compact sequence encoding scheme for online human activity recognition in HRI applications—0
Learning Agent Representations for Ice Hockey—0
Analysing Long Short Term Memory Models for Cricket Match Outcome Prediction—0
Valuing Player Actions in Counter-Strike: Global Offensive—0
Cracking the Black Box: Distilling Deep Sports AnalyticsCode0
Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics—0
Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players—0
Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos—0
Random forest model identifies serve strength as a key predictor of tennis match outcome—0
PassNet: Learning pass probability surfaces from single-location labels. An architecture for visually-interpretable soccer analytics—0
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset—0
Sports Camera Calibration via Synthetic DataCode0
On-field player workload exposure and knee injury risk monitoring via deep learning—0
tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data—0
Learning Populations of Parameters—0
Applying Deep Learning to Basketball TrajectoriesCode0
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