| Deep Learning Improves Prediction of Drug–Drug and Drug–Food Interactions | Mar 28, 2018 | Prediction | —Unverified | 0 |
| Privacy-preserving Prediction | Mar 27, 2018 | PAC learningPrediction | —Unverified | 0 |
| Calibrated Prediction Intervals for Neural Network Regressors | Mar 26, 2018 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Multi-time-horizon Solar Forecasting Using Recurrent Neural Network | Mar 25, 2018 | Prediction | —Unverified | 0 |
| Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos | Mar 24, 2018 | Motion EstimationPrediction | —Unverified | 0 |
| Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition | Mar 24, 2018 | Gaze PredictionPrediction | CodeCode Available | 0 |
| Balanced Random Survival Forests for Extremely Unbalanced, Right Censored Data | Mar 24, 2018 | BenchmarkingPrediction | —Unverified | 0 |
| Contribution of Data Categories to Readmission Prediction Accuracy | Mar 22, 2018 | PredictionReadmission Prediction | —Unverified | 0 |
| PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction | Mar 22, 2018 | PredictionRGB-D Reconstruction | —Unverified | 0 |
| Structured Output Learning with Abstention: Application to Accurate Opinion Prediction | Mar 22, 2018 | Opinion MiningPrediction | —Unverified | 0 |
| Learning Category-Specific Mesh Reconstruction from Image Collections | Mar 20, 2018 | Prediction | —Unverified | 0 |
| Transferring Rich Deep Features for Facial Beauty Prediction | Mar 20, 2018 | Face VerificationFacial Beauty Prediction | CodeCode Available | 0 |
| A Temporally-Aware Interpolation Network for Video Frame Inpainting | Mar 20, 2018 | DecoderPrediction | CodeCode Available | 0 |
| Deja Vu: Motion Prediction in Static Images | Mar 19, 2018 | Action Recognitionmotion prediction | CodeCode Available | 0 |
| Optimal link prediction with matrix logistic regression | Mar 19, 2018 | Link PredictionPrediction | —Unverified | 0 |
| Early hospital mortality prediction using vital signals | Mar 18, 2018 | ICU AdmissionMortality Prediction | CodeCode Available | 0 |
| Chemi-net: a graph convolutional network for accurate drug property prediction | Mar 16, 2018 | Drug DiscoveryPrediction | —Unverified | 0 |
| Evaluating Conditional Cash Transfer Policies with Machine Learning Methods | Mar 16, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Salient Region Segmentation | Mar 15, 2018 | Gaze PredictionPrediction | —Unverified | 0 |
| Transferable Pedestrian Motion Prediction Models at Intersections | Mar 15, 2018 | feature selectionmotion prediction | —Unverified | 0 |
| What Catches the Eye? Visualizing and Understanding Deep Saliency Models | Mar 15, 2018 | Prediction | —Unverified | 0 |
| Aggregated Sparse Attention for Steering Angle Prediction | Mar 15, 2018 | Autonomous DrivingPrediction | —Unverified | 0 |
| Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques | Mar 14, 2018 | PredictionSmall Data Image Classification | —Unverified | 0 |
| Stock Price Prediction using Principle Components | Mar 13, 2018 | Dimensionality ReductionPrediction | —Unverified | 0 |
| Link prediction for egocentrically sampled networks | Mar 12, 2018 | Graphon EstimationLink Prediction | —Unverified | 0 |
| PotentialNet for Molecular Property Prediction | Mar 12, 2018 | ARCBIG-bench Machine Learning | —Unverified | 0 |
| SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction | Mar 12, 2018 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 0 |
| Competitive Machine Learning: Best Theoretical Prediction vs Optimization | Mar 9, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Multimodal Emoji Prediction | Mar 6, 2018 | Prediction | CodeCode Available | 0 |
| New Results on Multi-Step Traffic Flow Prediction | Mar 4, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Driving Digital Rock towards Machine Learning: predicting permeability with Gradient Boosting and Deep Neural Networks | Mar 2, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Representation Learning in Partially Observable Environments using Sensorimotor Prediction | Mar 1, 2018 | PredictionRepresentation Learning | —Unverified | 0 |
| Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values | Mar 1, 2018 | ImputationMissing Values | —Unverified | 0 |
| Anticipation in Human-Robot Cooperation: A Recurrent Neural Network Approach for Multiple Action Sequences Prediction | Feb 28, 2018 | Decoderfeature selection | CodeCode Available | 0 |
| Learning to Make Predictions on Graphs with Autoencoders | Feb 23, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| An Approach to Vehicle Trajectory Prediction Using Automatically Generated Traffic Maps | Feb 23, 2018 | PredictionTrajectory Prediction | —Unverified | 0 |
| Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction | Feb 23, 2018 | image-classificationImage Classification | CodeCode Available | 0 |
| Diversity regularization in deep ensembles | Feb 22, 2018 | DiversityPrediction | —Unverified | 0 |
| Deep learning algorithm for data-driven simulation of noisy dynamical system | Feb 22, 2018 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Where's YOUR focus: Personalized Attention | Feb 22, 2018 | PredictionSaliency Detection | —Unverified | 0 |
| Approximation Algorithms for Cascading Prediction Models | Feb 21, 2018 | General ClassificationPrediction | —Unverified | 0 |
| Non-Local Graph-Based Prediction For Reversible Data Hiding In Images | Feb 20, 2018 | Prediction | —Unverified | 0 |
| Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression | Feb 20, 2018 | LEMMAPrediction | —Unverified | 0 |
| Simplicial Closure and higher-order link prediction | Feb 20, 2018 | Link PredictionPrediction | CodeCode Available | 0 |
| Structured Uncertainty Prediction Networks | Feb 20, 2018 | DenoisingImage Denoising | CodeCode Available | 0 |
| Implicit Argument Prediction with Event Knowledge | Feb 20, 2018 | Prediction | CodeCode Available | 0 |
| Sequence-to-Sequence Prediction of Vehicle Trajectory via LSTM Encoder-Decoder Architecture | Feb 18, 2018 | DecoderPrediction | —Unverified | 0 |
| Energy Spatio-Temporal Pattern Prediction for Electric Vehicle Networks | Feb 14, 2018 | PredictionScheduling | —Unverified | 0 |
| Democratizing AI: Non-expert design of prediction tasks | Feb 14, 2018 | Feature EngineeringPrediction | —Unverified | 0 |
| Deep Learning and Data Assimilation for Real-Time Production Prediction in Natural Gas Wells | Feb 14, 2018 | Decision MakingPrediction | —Unverified | 0 |