| A comparative study of several ADPCM schemes with linear and nonlinear prediction | Mar 7, 2022 | PredictionQuantization | —Unverified | 0 |
| Fast Neural Architecture Search for Lightweight Dense Prediction Networks | Mar 3, 2022 | Depth EstimationImage Super-Resolution | —Unverified | 0 |
| Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction | Mar 3, 2022 | Autonomous DrivingHuman motion prediction | —Unverified | 0 |
| 3D Human Motion Prediction: A Survey | Mar 3, 2022 | Human motion predictionmotion prediction | —Unverified | 0 |
| LatentFormer: Multi-Agent Transformer-Based Interaction Modeling and Trajectory Prediction | Mar 3, 2022 | Autonomous DrivingPrediction | —Unverified | 0 |
| Enhanced physics-constrained deep neural networks for modeling vanadium redox flow battery | Mar 3, 2022 | Prediction | —Unverified | 0 |
| Parameterized Image Quality Score Distribution Prediction | Mar 2, 2022 | Predictionvalid | —Unverified | 0 |
| Instance-aware multi-object self-supervision for monocular depth prediction | Mar 2, 2022 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction | Mar 2, 2022 | PredictionTime Series | —Unverified | 0 |
| TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor | Mar 2, 2022 | Decision MakingPrediction | —Unverified | 0 |
| Explainability for identification of vulnerable groups in machine learning models | Mar 1, 2022 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings | Mar 1, 2022 | Prediction | —Unverified | 0 |
| A predictive analytics approach for stroke prediction using machine learning and neural networks | Mar 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction | Mar 1, 2022 | Prediction | —Unverified | 0 |
| Sampling-Based Winner Prediction in District-Based Elections | Feb 28, 2022 | Prediction | —Unverified | 0 |
| A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility | Feb 28, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Spatial-Temporal Attention Fusion Network for short-term passenger flow prediction on holidays in urban rail transit systems | Feb 27, 2022 | Graph AttentionManagement | —Unverified | 0 |
| HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction | Feb 25, 2022 | Link PredictionPrediction | —Unverified | 0 |
| Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation | Feb 25, 2022 | Knowledge DistillationPrediction | —Unverified | 0 |
| Can deep neural networks learn process model structure? An assessment framework and analysis | Feb 24, 2022 | PredictionPredictive Process Monitoring | CodeCode Available | 0 |
| Counterfactual Explanations for Predictive Business Process Monitoring | Feb 24, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Temporal Convolution Domain Adaptation Learning for Crops Growth Prediction | Feb 24, 2022 | Domain AdaptationPrediction | —Unverified | 0 |
| ADPCM with nonlinear prediction | Feb 24, 2022 | Prediction | —Unverified | 0 |
| On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios | Feb 24, 2022 | One-Class ClassificationPrediction | —Unverified | 0 |
| N-dimensional nonlinear prediction with MLP | Feb 24, 2022 | Prediction | —Unverified | 0 |