Tag: spatio-temporal modeling
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Probabilistic Multi-Modal Traffic Forecasting with GMM
Enhance traffic predictions using a universal multi-modal probabilistic model with Gaussian Mixture Layers for accurate, uncertainty-aware forecasting.
Temporal Modeling & Policy Simulation to Predict Student Dropout
Explore a mathematical framework using temporal modeling and policy simulation to analyze and predict student dropout rates in higher education.
Temporal Dropout Risk Benchmark in Learning Analytics
Explore a harmonized survival benchmark for predicting temporal dropout risk using dynamic and early-window models in learning analytics.
InstrAct: Enhancing Action Understanding in Instructional Videos
InstrAct improves action-centric understanding in instructional videos by addressing static bias and noisy data, boosting Video Foundation Models' accuracy...
LAPIS-SHRED: Efficient Spatio-Temporal Dynamics Reconstruction
LAPIS-SHRED reconstructs full spatio-temporal dynamics from sparse data using shallow recurrent decoders for accurate forecasting and analysis.