On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Methodby…
REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse Trajectoriesby Bangchao…
On Efficiently Representing Regular Languages as RNNsby Anej Svete, Robin Shing Moon Chan, Ryan CotterellFirst…
Foul prediction with estimated poses from soccer broadcast videoby Jiale Fang, Calvin Yeung, Keisuke FujiiFirst…
Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraintsby Barathi Subramanian,…
DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extractionby Pouria Golshanrad,…
Opening the AI black box: program synthesis via mechanistic interpretabilityby Eric J. Michaud, Isaac Liao,…
Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Networkby Neisarg Dave, Daniel…
Enhancing Transformer RNNs with Multiple Temporal Perspectivesby Razvan-Gabriel Dumitru, Darius Peteleaza, Mihai SurdeanuFirst submitted to…
Multivariate Probabilistic Time Series Forecasting with Correlated Errorsby Vincent Zhihao Zheng, Lijun SunFirst submitted to…