| Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow | May 10, 2021 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Local Frequency Domain Transformer Networks for Video Prediction | May 10, 2021 | Motion SegmentationPrediction | CodeCode Available | 1 |
| Trajectory Prediction for Autonomous Driving with Topometric Map | May 9, 2021 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Model Selection CNN-based VVC QualityEnhancement | May 7, 2021 | Decodermodel | —Unverified | 0 |
| Reward prediction for representation learning and reward shaping | May 7, 2021 | PredictionReinforcement Learning (RL) | —Unverified | 0 |
| Object-centric Video Prediction without Annotation | May 6, 2021 | ObjectPrediction | CodeCode Available | 0 |
| Dataset Bias in the Natural Sciences: A Case Study in Chemical Reaction Prediction and Synthesis Design | May 6, 2021 | BIG-bench Machine LearningChemical Reaction Prediction | —Unverified | 0 |
| Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation | May 5, 2021 | Binary ClassificationMortality Prediction | —Unverified | 0 |
| Winter wheat yield prediction using convolutional neural networks from environmental and phenological data | May 4, 2021 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Enhancing Generalizability of Predictive Models with Synergy of Data and Physics | May 4, 2021 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Supervised multi-specialist topic model with applications on large-scale electronic health record data | May 4, 2021 | DiagnosticPrediction | CodeCode Available | 0 |
| NeuralLog: a Neural Logic Language | May 4, 2021 | Link PredictionPrediction | CodeCode Available | 1 |
| COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction | May 3, 2021 | Computational EfficiencyPrediction | —Unverified | 0 |
| ResVGAE: Going Deeper with Residual Modules for Link Prediction | May 3, 2021 | Link PredictionPrediction | —Unverified | 0 |
| All-Clear Flare Prediction Using Interval-based Time Series Classifiers | May 3, 2021 | AllPrediction | —Unverified | 0 |
| MEGADOCK-Web-Mito: human mitochondrial protein-protein interaction prediction database | May 2, 2021 | Prediction | —Unverified | 0 |
| Optimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple Similarities | May 1, 2021 | Drug DiscoveryPrediction | CodeCode Available | 0 |
| MARL: Multimodal Attentional Representation Learning for Disease Prediction | May 1, 2021 | Disease PredictionMulti-class Classification | —Unverified | 0 |
| DRAM Failure Prediction in AIOps: Empirical Evaluation, Challenges and Opportunities | Apr 30, 2021 | Anomaly DetectionMulti-class Classification | —Unverified | 0 |
| Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph | Apr 30, 2021 | Click-Through Rate PredictionConversational Recommendation | —Unverified | 0 |
| Center Prediction Loss for Re-identification | Apr 30, 2021 | Prediction | —Unverified | 0 |
| Learning Models for Suicide Prediction from Social Media Posts | Apr 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer | Apr 29, 2021 | Prediction | CodeCode Available | 1 |
| Physically Feasible Vehicle Trajectory Prediction | Apr 29, 2021 | Autonomous DrivingPrediction | —Unverified | 0 |
| Machine Learning Techniques for Software Quality Assurance: A Survey | Apr 29, 2021 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Maneuver-Aware Pooling for Vehicle Trajectory Prediction | Apr 29, 2021 | Autonomous VehiclesDecoder | CodeCode Available | 1 |
| Machine Learning based System for Vessel Turnaround Time Prediction | Apr 28, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 |
| PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling | Apr 28, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Large Scale Prediction with Decision Trees | Apr 28, 2021 | Predictionregression | —Unverified | 0 |
| Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals | Apr 27, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Network Embedding via Deep Prediction Model | Apr 27, 2021 | ClusteringFeature Engineering | —Unverified | 0 |
| Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets | Apr 27, 2021 | Motion DetectionPrediction | —Unverified | 0 |
| Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs | Apr 27, 2021 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 0 |
| Random Embeddings and Linear Regression can Predict Protein Function | Apr 25, 2021 | PredictionProtein Function Prediction | —Unverified | 0 |
| Aligned Contrastive Predictive Coding | Apr 24, 2021 | Prediction | CodeCode Available | 1 |
| Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction | Apr 23, 2021 | counterfactualPrediction | CodeCode Available | 0 |
| Deep Learning Based Assessment of Synthetic Speech Naturalness | Apr 23, 2021 | Deep LearningPrediction | CodeCode Available | 1 |
| XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction | Apr 22, 2021 | Click-Through Rate PredictionFeature Engineering | CodeCode Available | 1 |
| Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network | Apr 22, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Metro Passenger Flow Prediction via Dynamic Hypergraph Convolution Networks | Apr 21, 2021 | Prediction | —Unverified | 0 |
| Discriminative Self-training for Punctuation Prediction | Apr 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Link Prediction on N-ary Relational Data Based on Relatedness Evaluation | Apr 21, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| Dynamic Toll Prediction Using Historical Data on Toll Roads: Case Study of the I-66 Inner Beltway | Apr 20, 2021 | Prediction | —Unverified | 0 |
| Learning Semantic-Aware Dynamics for Video Prediction | Apr 20, 2021 | Optical Flow EstimationPrediction | —Unverified | 0 |
| Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction | Apr 20, 2021 | Multi-Task LearningPrediction | —Unverified | 0 |
| Text-Aware Predictive Monitoring of Business Processes | Apr 20, 2021 | Prediction | —Unverified | 0 |
| Multi-target prediction for dummies using two-branch neural networks | Apr 19, 2021 | BIG-bench Machine LearningMatrix Completion | —Unverified | 0 |