| Protein Representation Learning by Geometric Structure Pretraining | Mar 11, 2022 | Contrastive LearningPrediction | CodeCode Available | 2 |
| Prediction Sets Adaptive to Unknown Covariate Shift | Mar 11, 2022 | PredictionUncertainty Quantification | CodeCode Available | 0 |
| Channel Tracking and Prediction for IRS-aided Wireless Communications | Mar 11, 2022 | Prediction | —Unverified | 0 |
| Prediction-Guided Distillation for Dense Object Detection | Mar 10, 2022 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Fusion of Sentiment and Asset Price Predictions for Portfolio Optimization | Mar 10, 2022 | Portfolio OptimizationPrediction | —Unverified | 0 |
| Air Pollution Prediction in Mass Rallies With a New Temporally-Weighted Sample-Based Multitask Learner | Mar 9, 2022 | Air Pollution PredictionPrediction | CodeCode Available | 0 |
| Sequential Multi-task Learning with Task Dependency for Appeal Judgment Prediction | Mar 9, 2022 | ArticlesMulti-Task Learning | —Unverified | 0 |
| Adaptive Trajectory Prediction via Transferable GNN | Mar 9, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling | Mar 9, 2022 | BenchmarkingManagement | —Unverified | 0 |
| LEOPARD: Parallel Optimal Deep Echo State Network Prediction Improves Service Coverage for UAV-Assisted Outdoor Hotspots | Mar 8, 2022 | Bayesian OptimizationPrediction | CodeCode Available | 0 |
| Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data | Mar 8, 2022 | Computational EfficiencyPrediction | —Unverified | 0 |
| Leveraging Smooth Attention Prior for Multi-Agent Trajectory Prediction | Mar 8, 2022 | PredictionTrajectory Prediction | —Unverified | 0 |
| Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases | Mar 8, 2022 | ManagementOpen-Ended Question Answering | CodeCode Available | 1 |
| A comparative study of several ADPCM schemes with linear and nonlinear prediction | Mar 7, 2022 | PredictionQuantization | —Unverified | 0 |
| Prediction of transport property via machine learning molecular movements | Mar 7, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing | Mar 7, 2022 | Conformal PredictionPhilosophy | —Unverified | 0 |
| Enhanced physics-constrained deep neural networks for modeling vanadium redox flow battery | Mar 3, 2022 | Prediction | —Unverified | 0 |
| Syntax-Aware Network for Handwritten Mathematical Expression Recognition | Mar 3, 2022 | DecoderHandwritten Mathmatical Expression Recognition | CodeCode Available | 1 |
| 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 |
| Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction | Mar 3, 2022 | Autonomous DrivingHuman motion prediction | —Unverified | 0 |
| Fast Neural Architecture Search for Lightweight Dense Prediction Networks | Mar 3, 2022 | Depth EstimationImage Super-Resolution | —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 |
| TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor | Mar 2, 2022 | Decision MakingPrediction | —Unverified | 0 |
| Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction | Mar 2, 2022 | PredictionTime Series | —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 |
| Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings | Mar 1, 2022 | Prediction | —Unverified | 0 |
| Explainability for identification of vulnerable groups in machine learning models | Mar 1, 2022 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks | Mar 1, 2022 | Link PredictionPrediction | CodeCode Available | 1 |
| A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility | Feb 28, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 |
| Sampling-Based Winner Prediction in District-Based Elections | Feb 28, 2022 | Prediction | —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 |
| ADPCM with nonlinear prediction | Feb 24, 2022 | Prediction | —Unverified | 0 |
| N-dimensional nonlinear prediction with MLP | Feb 24, 2022 | Prediction | —Unverified | 0 |
| Can deep neural networks learn process model structure? An assessment framework and analysis | Feb 24, 2022 | PredictionPredictive Process Monitoring | CodeCode Available | 0 |
| On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios | Feb 24, 2022 | One-Class ClassificationPrediction | —Unverified | 0 |
| Temporal Convolution Domain Adaptation Learning for Crops Growth Prediction | Feb 24, 2022 | Domain AdaptationPrediction | —Unverified | 0 |
| Counterfactual Explanations for Predictive Business Process Monitoring | Feb 24, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction | Feb 24, 2022 | Open-Ended Question AnsweringPrediction | CodeCode Available | 2 |
| Attainability and Optimality: The Equalized Odds Fairness Revisited | Feb 24, 2022 | FairnessPrediction | —Unverified | 0 |
| A Bayesian Deep Learning Approach to Near-Term Climate Prediction | Feb 23, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Can LSTM outperform volatility-econometric models? | Feb 23, 2022 | Prediction | —Unverified | 0 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Early Stage Diabetes Prediction via Extreme Learning Machine | Feb 22, 2022 | Diabetes PredictionPrediction | —Unverified | 0 |
| Click-Through Rate Prediction in Online Advertising: A Literature Review | Feb 22, 2022 | Click-Through Rate PredictionMarketing | —Unverified | 0 |