| Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty Estimation | May 11, 2022 | DecoderDeep Learning | —Unverified | 0 |
| RITA: a Study on Scaling Up Generative Protein Sequence Models | May 11, 2022 | PredictionProtein Design | CodeCode Available | 2 |
| Quality versus speed in energy demand prediction for district heating systems | May 10, 2022 | Prediction | —Unverified | 0 |
| Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation | May 10, 2022 | Binary ClassificationFeature Importance | CodeCode Available | 0 |
| Improving genetic risk prediction across diverse population by disentangling ancestry representations | May 10, 2022 | Genetic Risk PredictionPrediction | —Unverified | 0 |
| A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism | May 10, 2022 | ManagementPrediction | —Unverified | 0 |
| Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions | May 10, 2022 | ManagementPrediction | —Unverified | 0 |
| KEMP: Keyframe-Based Hierarchical End-to-End Deep Model for Long-Term Trajectory Prediction | May 10, 2022 | Autonomous DrivingPrediction | —Unverified | 0 |
| A Contraction-constrained Model Predictive Control for Multi-timescale Nonlinear Processes | May 9, 2022 | Model Predictive ControlPrediction | —Unverified | 0 |
| Transfer Learning Based Efficient Traffic Prediction with Limited Training Data | May 9, 2022 | DecoderManagement | —Unverified | 0 |
| Visual Encoding and Debiasing for CTR Prediction | May 9, 2022 | Click-Through Rate PredictionContrastive Learning | —Unverified | 0 |
| Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction | May 8, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Online Algorithms with Multiple Predictions | May 8, 2022 | Prediction | —Unverified | 0 |
| AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury | May 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction | May 7, 2022 | PredictionVariational Inference | —Unverified | 0 |
| Stock Price Prediction Based on Natural Language Processing | May 6, 2022 | PredictionStock Price Prediction | CodeCode Available | 0 |
| v-TCM: Vertical-aware Transformer Click Model for Web Search | May 6, 2022 | Click-Through Rate PredictionPrediction | —Unverified | 0 |
| Modularized Bilinear Koopman Operator for Modeling and Predicting Transients of Microgrids | May 6, 2022 | Prediction | —Unverified | 0 |
| Tell Me Something That Will Help Me Trust You: A Survey of Trust Calibration in Human-Agent Interaction | May 6, 2022 | Prediction | —Unverified | 0 |
| ST-ExpertNet: A Deep Expert Framework for Traffic Prediction | May 5, 2022 | Mixture-of-ExpertsPrediction | —Unverified | 0 |
| Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling | May 5, 2022 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 |
| A Deep Learning Approach to Dst Index Prediction | May 5, 2022 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction | May 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Spatial-Temporal Meta-path Guided Explainable Crime Prediction | May 4, 2022 | BIG-bench Machine LearningCrime Prediction | —Unverified | 0 |
| Multivariate Prediction Intervals for Random Forests | May 4, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training | May 4, 2022 | Anomaly DetectionPrediction | —Unverified | 0 |
| Predicting vacant parking space availability zone-wisely: a graph based spatio-temporal prediction approach | May 3, 2022 | Prediction | —Unverified | 0 |
| Deep Sequence Modeling for Anomalous ISP Traffic Prediction | May 3, 2022 | Outlier DetectionPrediction | —Unverified | 0 |
| A Falsificationist Account of Artificial Neural Networks | May 3, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| On the Utility of Prediction Sets in Human-AI Teams | May 3, 2022 | Conformal PredictionDecision Making | —Unverified | 0 |
| An Empirical Study on Internet Traffic Prediction Using Statistical Rolling Model | May 3, 2022 | Future predictionPrediction | —Unverified | 0 |
| Prediction-Based Reachability Analysis for Collision Risk Assessment on Highways | May 3, 2022 | PositionPrediction | —Unverified | 0 |
| Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction | May 3, 2022 | ManagementOutlier Detection | —Unverified | 0 |
| Attention-wise masked graph contrastive learning for predicting molecular property | May 2, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 |
| From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model | May 2, 2022 | Learning with noisy labelsPrediction | CodeCode Available | 1 |
| Prediction Difference Regularization against Perturbation for Neural Machine Translation | May 1, 2022 | Machine TranslationNMT | —Unverified | 0 |
| Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection | May 1, 2022 | Emotion ClassificationPrediction | —Unverified | 0 |
| On Masked Language Models for Contextual Link Prediction | May 1, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion | May 1, 2022 | ArticlesEnsemble Learning | —Unverified | 0 |
| Probing Multilingual Cognate Prediction Models | May 1, 2022 | Cognate PredictionMachine Translation | —Unverified | 0 |
| CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior | May 1, 2022 | Predictionregression | —Unverified | 0 |
| Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese | May 1, 2022 | ClassificationPrediction | —Unverified | 0 |
| Legal Judgment Prediction via Event Extraction with Constraints | May 1, 2022 | Event ExtractionPrediction | CodeCode Available | 1 |
| A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge | May 1, 2022 | Medical Code PredictionPrediction | —Unverified | 0 |
| Transformer-based Architecture for Empathy Prediction and Emotion Classification | May 1, 2022 | ClassificationEmotion Classification | —Unverified | 0 |
| XLM-EMO: Multilingual Emotion Prediction in Social Media Text | May 1, 2022 | Prediction | CodeCode Available | 0 |
| Fine-Grained Address Segmentation for Attention-Based Variable-Degree Prefetching | May 1, 2022 | PredictionSegmentation | CodeCode Available | 0 |
| Accurate non-stationary short-term traffic flow prediction method | May 1, 2022 | Prediction | —Unverified | 0 |
| The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation | May 1, 2022 | 3D Absolute Human Pose Estimation3D Human Pose Estimation | —Unverified | 0 |