| DeepDTA: Deep Drug-Target Binding Affinity Prediction | Jan 30, 2018 | Binary ClassificationDrug Discovery | CodeCode Available | 2 |
| Supersaliency: A Novel Pipeline for Predicting Smooth Pursuit-Based Attention Improves Generalizability of Video Saliency | Jan 26, 2018 | PredictionSaliency Prediction | —Unverified | 0 |
| Visual Weather Temperature Prediction | Jan 25, 2018 | Prediction | —Unverified | 0 |
| An LSTM Network for Highway Trajectory Prediction | Jan 24, 2018 | Autonomous VehiclesPrediction | —Unverified | 0 |
| Optimizing Prediction Intervals by Tuning Random Forest via Meta-Validation | Jan 22, 2018 | PredictionPrediction Intervals | —Unverified | 0 |
| How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction | Jan 19, 2018 | Autonomous VehiclesGeneral Classification | —Unverified | 0 |
| Prediction of the Optimal Threshold Value in DF Relay Selection Schemes Based on Artificial Neural Networks | Jan 18, 2018 | Prediction | —Unverified | 0 |
| ALE: Additive Latent Effect Models for Grade Prediction | Jan 17, 2018 | Prediction | —Unverified | 0 |
| Faster gaze prediction with dense networks and Fisher pruning | Jan 17, 2018 | Gaze EstimationGaze Prediction | CodeCode Available | 0 |
| Improving Orbit Prediction Accuracy through Supervised Machine Learning | Jan 15, 2018 | BIG-bench Machine LearningCollision Avoidance | —Unverified | 0 |
| Improved English to Russian Translation by Neural Suffix Prediction | Jan 11, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks | Jan 11, 2018 | Deep LearningFunctional Connectivity | —Unverified | 0 |
| Data-driven forecasting of solar irradiance | Jan 10, 2018 | Predictionregression | —Unverified | 0 |
| Graph Memory Networks for Molecular Activity Prediction | Jan 8, 2018 | Activity PredictionDrug Design | —Unverified | 0 |
| A novel improved fuzzy support vector machine based stock price trend forecast model | Jan 2, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Probabilistic supervised learning | Jan 2, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Unsupervised Hierarchical Video Prediction | Jan 1, 2018 | PredictionVideo Prediction | —Unverified | 0 |
| Prediction Under Uncertainty with Error Encoding Networks | Jan 1, 2018 | PredictionVideo Prediction | —Unverified | 0 |
| Reward Estimation via State Prediction | Jan 1, 2018 | Predictionreinforcement-learning | —Unverified | 0 |
| Self-Supervised Learning of Object Motion Through Adversarial Video Prediction | Jan 1, 2018 | ObjectPrediction | —Unverified | 0 |
| Link Weight Prediction with Node Embeddings | Jan 1, 2018 | Deep LearningGraph Mining | —Unverified | 0 |
| Multiscale Hidden Markov Models For Covariance Prediction | Jan 1, 2018 | Prediction | —Unverified | 0 |
| Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback | Jan 1, 2018 | Multi-Armed BanditsPrediction | CodeCode Available | 0 |
| Automatically Inferring Data Quality for Spatiotemporal Forecasting | Jan 1, 2018 | PredictionTraffic Prediction | —Unverified | 0 |
| Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction | Jan 1, 2018 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| A Context-Aware User-Item Representation Learning for Item Recommendation | Dec 29, 2017 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Kernel Robust Bias-Aware Prediction under Covariate Shift | Dec 28, 2017 | Prediction | —Unverified | 0 |
| Connecting Software Metrics across Versions to Predict Defects | Dec 28, 2017 | Prediction | —Unverified | 0 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| A Framework for Software Defect Prediction and Metric Selection | Dec 27, 2017 | Prediction | —Unverified | 0 |
| DeepIEP: a Peptide Sequence Model of Isoelectric Point (IEP/pI) using Recurrent Neural Networks (RNNs) | Dec 27, 2017 | PositionPrediction | CodeCode Available | 0 |
| Predicting Triple Scoring with Crowdsourcing-specific Features - The fiddlehead Triple Scorer at WSDM Cup 2017 | Dec 22, 2017 | Prediction | —Unverified | 0 |
| Source-side Prediction for Neural Headline Generation | Dec 22, 2017 | DecoderHeadline Generation | —Unverified | 0 |
| Taking Visual Motion Prediction To New Heightfields | Dec 22, 2017 | motion predictionPrediction | —Unverified | 0 |
| Profit Driven Decision Trees for Churn Prediction | Dec 21, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Structured Prediction for Multivariate Measures | Dec 20, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Real-value and confidence prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning | Dec 19, 2017 | ClusteringPrediction | —Unverified | 0 |
| Fusing Multifaceted Transaction Data for User Modeling and Demographic Prediction | Dec 19, 2017 | Prediction | —Unverified | 0 |
| A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction | Dec 18, 2017 | FormPrediction | CodeCode Available | 0 |
| Foot shape prediction using elliptical Fourier analysis | Dec 17, 2017 | Prediction | —Unverified | 0 |
| Sentiment Predictability for Stocks | Dec 15, 2017 | Event ExtractionPrediction | CodeCode Available | 0 |
| MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features | Dec 13, 2017 | Instance SegmentationObject | —Unverified | 0 |
| Spatial-temporal wind field prediction by Artificial Neural Networks | Dec 13, 2017 | PredictionTime Series | —Unverified | 0 |
| Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks | Dec 12, 2017 | PredictionSocial Media Popularity Prediction | CodeCode Available | 0 |
| Learning Sparse Graphs for Prediction and Filtering of Multivariate Data Processes | Dec 12, 2017 | Prediction | —Unverified | 0 |
| Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals | Dec 11, 2017 | 3D Hand Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Direct and Real-Time Cardiovascular Risk Prediction | Dec 8, 2017 | PredictionSegmentation | —Unverified | 0 |
| Crime prediction through urban metrics and statistical learning | Dec 8, 2017 | Crime PredictionPrediction | —Unverified | 0 |
| Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis | Dec 6, 2017 | General ClassificationPrediction | —Unverified | 0 |
| Achieving the time of 1-NN, but the accuracy of k-NN | Dec 6, 2017 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 |