| Deep learning: a statistical viewpoint | Mar 16, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Molecular Representation Learning by Leveraging Chemical Information | Mar 15, 2021 | Drug DesignGraph Property Prediction | —Unverified | 0 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory | Mar 15, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Collaborative Filtering Approach to Link Prediction | Mar 14, 2021 | Collaborative FilteringLink Prediction | —Unverified | 0 |
| Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis | Mar 14, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Dynamically Switching Human Prediction Models for Efficient Planning | Mar 13, 2021 | Prediction | —Unverified | 0 |
| DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks | Mar 12, 2021 | Link PredictionNode Classification | —Unverified | 0 |
| FES: A Fast Efficient Scalable QoS Prediction Framework | Mar 12, 2021 | Collaborative FilteringPrediction | —Unverified | 0 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case | Mar 12, 2021 | Beam PredictionBIG-bench Machine Learning | —Unverified | 0 |
| Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression | Mar 11, 2021 | Decision MakingGPR | —Unverified | 0 |
| Hierarchical Bayesian Model for the Transfer of Knowledge on Spatial Concepts based on Multimodal Information | Mar 11, 2021 | Prediction | —Unverified | 0 |
| 3D Head-Position Prediction in First-Person View by Considering Head Pose for Human-Robot Eye Contact | Mar 11, 2021 | PositionPrediction | —Unverified | 0 |
| Advanced Geometry Surface Coding for Dynamic Point Cloud Compression | Mar 11, 2021 | Prediction | —Unverified | 0 |
| Reformulating HOI Detection as Adaptive Set Prediction | Mar 10, 2021 | Human-Object Interaction DetectionPrediction | CodeCode Available | 1 |
| Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction | Mar 10, 2021 | ManagementPrediction | —Unverified | 0 |
| Machine Learning Prediction of Time-Varying Rayleigh Channels | Mar 10, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Self-Supervision by Prediction for Object Discovery in Videos | Mar 9, 2021 | Inductive BiasObject | —Unverified | 0 |
| Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps | Mar 9, 2021 | Numerical IntegrationPrediction | —Unverified | 0 |
| Bio-Inspired Representation Learning for Visual Attention Prediction | Mar 9, 2021 | PredictionRepresentation Learning | —Unverified | 0 |
| Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests | Mar 9, 2021 | PredictionPrediction Intervals | —Unverified | 0 |
| Learning to Predict Vehicle Trajectories with Model-based Planning | Mar 6, 2021 | Autonomous DrivingMotion Forecasting | —Unverified | 0 |
| Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show | Mar 6, 2021 | FairnessPrediction | —Unverified | 0 |
| Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction | Mar 6, 2021 | PredictionVideo Prediction | —Unverified | 0 |
| Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs | Mar 5, 2021 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 |
| Variational Structured Attention Networks for Deep Visual Representation Learning | Mar 5, 2021 | Depth EstimationPrediction | CodeCode Available | 1 |
| Parsing Indonesian Sentence into Abstract Meaning Representation using Machine Learning Approach | Mar 5, 2021 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Moving from Cross-Project Defect Prediction to Heterogeneous Defect Prediction: A Partial Replication Study | Mar 5, 2021 | PredictionTransfer Learning | —Unverified | 0 |
| Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning | Mar 5, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| FloMo: Tractable Motion Prediction with Normalizing Flows | Mar 5, 2021 | Data AugmentationDensity Estimation | CodeCode Available | 0 |
| Distribution-free uncertainty quantification for classification under label shift | Mar 4, 2021 | ClassificationConformal Prediction | —Unverified | 0 |
| PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction | Mar 4, 2021 | Prediction | CodeCode Available | 0 |
| Learning to Predict with Supporting Evidence: Applications to Clinical Risk Prediction | Mar 4, 2021 | Prediction | CodeCode Available | 0 |
| MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions | Mar 3, 2021 | PredictionVideo Prediction | CodeCode Available | 1 |
| Simulating time to event prediction with spatiotemporal echocardiography deep learning | Mar 3, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Combining Prediction and Interpretation in Decision Trees (PrInDT) -- a Linguistic Example | Mar 3, 2021 | Prediction | —Unverified | 0 |
| Relate and Predict: Structure-Aware Prediction with Jointly Optimized Neural DAG | Mar 3, 2021 | Prediction | —Unverified | 0 |
| A Deep and Wide Neural Network-based Model for Rajasthan Summer Monsoon Rainfall (RSMR) Prediction | Mar 3, 2021 | Decision MakingManagement | —Unverified | 0 |
| Root cause prediction based on bug reports | Mar 3, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Spatial‐temporal attention wavenet: A deep learning framework for traffic prediction considering spatial‐temporal dependencies | Mar 2, 2021 | PredictionTraffic Prediction | CodeCode Available | 1 |
| Open-set Intersection Intention Prediction for Autonomous Driving | Feb 27, 2021 | Autonomous DrivingPrediction | —Unverified | 0 |
| Color-Coded Symbology and New Computer Vision Tool to Predict the Historical Color Pallets of the Renaissance Oil Artworks | Feb 27, 2021 | Image EnhancementPrediction | —Unverified | 0 |
| Learning Prediction Intervals for Regression: Generalization and Calibration | Feb 26, 2021 | Learning TheoryPrediction | —Unverified | 0 |
| A New Neuromorphic Computing Approach for Epileptic Seizure Prediction | Feb 25, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| State-of-the-Art in Human Scanpath Prediction | Feb 24, 2021 | BenchmarkingPrediction | —Unverified | 0 |
| Deep Video Prediction for Time Series Forecasting | Feb 24, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Benchmarking Graph Neural Networks on Link Prediction | Feb 24, 2021 | BenchmarkingGraph Attention | —Unverified | 0 |
| Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II | Feb 23, 2021 | PredictionPrediction Intervals | —Unverified | 0 |
| Progresses and Challenges in Link Prediction | Feb 23, 2021 | Ensemble LearningLink Prediction | —Unverified | 0 |