| DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes | Dec 1, 2021 | Instance SegmentationPose Estimation | CodeCode Available | 0 |
| Ice hockey player identification via transformers and weakly supervised learning | Nov 22, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Unsupervised Learning of Neurosymbolic Encoders | Jul 28, 2021 | DecoderProgram Synthesis | CodeCode Available | 1 |
| Coach2vec: autoencoding the playing style of soccer coaches | Jun 29, 2021 | Sports Analytics | —Unverified | 0 |
| From Motor Control to Team Play in Simulated Humanoid Football | May 25, 2021 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation | Apr 20, 2021 | 2D Pose EstimationPose Estimation | —Unverified | 0 |
| A compact sequence encoding scheme for online human activity recognition in HRI applications | Dec 1, 2020 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Learning Agent Representations for Ice Hockey | Dec 1, 2020 | Sports Analytics | —Unverified | 0 |
| Analysing Long Short Term Memory Models for Cricket Match Outcome Prediction | Nov 4, 2020 | Sports Analytics | —Unverified | 0 |
| Valuing Player Actions in Counter-Strike: Global Offensive | Nov 2, 2020 | Sports Analytics | —Unverified | 0 |
| Cracking the Black Box: Distilling Deep Sports Analytics | Jun 4, 2020 | Deep LearningSports Analytics | CodeCode Available | 0 |
| Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics | Apr 13, 2020 | Sports Analytics | —Unverified | 0 |
| Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players | Mar 2, 2020 | Sports AnalyticsSuper-Resolution | —Unverified | 0 |
| Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos | Feb 19, 2020 | Data AugmentationEvent Detection | —Unverified | 0 |
| Random forest model identifies serve strength as a key predictor of tennis match outcome | Oct 8, 2019 | BIG-bench Machine LearningSports Analytics | —Unverified | 0 |
| PassNet: Learning pass probability surfaces from single-location labels. An architecture for visually-interpretable soccer analytics | Sep 25, 2019 | Decision MakingSports Analytics | —Unverified | 0 |
| Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset | Jan 9, 2019 | Activity RecognitionAutonomous Vehicles | —Unverified | 0 |
| Sports Camera Calibration via Synthetic Data | Oct 25, 2018 | Camera CalibrationGenerative Adversarial Network | CodeCode Available | 0 |
| On-field player workload exposure and knee injury risk monitoring via deep learning | Sep 21, 2018 | Sports Analytics | —Unverified | 0 |
| tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data | Dec 4, 2017 | Sports AnalyticsTensor Decomposition | —Unverified | 0 |
| Learning Populations of Parameters | Sep 8, 2017 | Sports Analytics | —Unverified | 0 |
| Applying Deep Learning to Basketball Trajectories | Aug 12, 2016 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
