| Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles | Jul 19, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Inductive Link Prediction for Nodes Having Only Attribute Information | Jul 16, 2020 | AttributeInductive Link Prediction | CodeCode Available | 1 |
| Probabilistic Anchor Assignment with IoU Prediction for Object Detection | Jul 16, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 |
| Generative Compositional Augmentations for Scene Graph Prediction | Jul 11, 2020 | Graph GenerationLanguage Modelling | CodeCode Available | 1 |
| Deep Contextual Clinical Prediction with Reverse Distillation | Jul 10, 2020 | Prediction | CodeCode Available | 1 |
| The Trade-Offs of Private Prediction | Jul 9, 2020 | Prediction | CodeCode Available | 1 |
| n-Reference Transfer Learning for Saliency Prediction | Jul 9, 2020 | Few-Shot Transfer Learning for Saliency PredictionPrediction | CodeCode Available | 1 |
| SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture | Jul 8, 2020 | PredictionWeather Forecasting | CodeCode Available | 1 |
| Long-term Human Motion Prediction with Scene Context | Jul 7, 2020 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Efficient Conformal Prediction via Cascaded Inference with Expanded Admission | Jul 6, 2020 | Computational chemistryConformal Prediction | CodeCode Available | 1 |
| Wind speed prediction using multidimensional convolutional neural networks | Jul 4, 2020 | ManagementPrediction | CodeCode Available | 1 |
| Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control | Jul 3, 2020 | Prediction | CodeCode Available | 1 |
| Video Prediction via Example Guidance | Jul 3, 2020 | PredictionVideo Prediction | CodeCode Available | 1 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| CorefQA: Coreference Resolution as Query-based Span Prediction | Jul 1, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Graph Neural Network Based Coarse-Grained Mapping Prediction | Jun 24, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors | Jun 23, 2020 | Prediction | CodeCode Available | 1 |
| Driver Intention Anticipation Based on In-Cabin and Driving SceneMonitoring | Jun 20, 2020 | Prediction | CodeCode Available | 1 |
| Predicting Temporal Sets with Deep Neural Networks | Jun 20, 2020 | PredictionTime Series Analysis | CodeCode Available | 1 |
| Forward Prediction for Physical Reasoning | Jun 18, 2020 | PredictionVisual Reasoning | CodeCode Available | 1 |
| Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality | Jun 18, 2020 | Predictionregression | CodeCode Available | 1 |
| Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction | Jun 16, 2020 | Future predictionPrediction | CodeCode Available | 1 |
| AMENet: Attentive Maps Encoder Network for Trajectory Prediction | Jun 15, 2020 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Mitigating Gender Bias in Captioning Systems | Jun 15, 2020 | BenchmarkingGender Prediction | CodeCode Available | 1 |
| Learning Graph Models for Retrosynthesis Prediction | Jun 12, 2020 | PredictionRetrosynthesis | CodeCode Available | 1 |
| Targeted Adversarial Perturbations for Monocular Depth Prediction | Jun 12, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| A benchmark study on reliable molecular supervised learning via Bayesian learning | Jun 12, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| Stochastic Optimization for Performative Prediction | Jun 12, 2020 | PredictionStochastic Optimization | CodeCode Available | 1 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 |
| FastPitch: Parallel Text-to-speech with Pitch Prediction | Jun 11, 2020 | Predictiontext-to-speech | CodeCode Available | 1 |
| Active Invariant Causal Prediction: Experiment Selection through Stability | Jun 10, 2020 | Active LearningPrediction | CodeCode Available | 1 |
| PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction | Jun 9, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Deep Stock Predictions | Jun 8, 2020 | Portfolio OptimizationPrediction | CodeCode Available | 1 |
| Siamese Keypoint Prediction Network for Visual Object Tracking | Jun 7, 2020 | ObjectObject Tracking | CodeCode Available | 1 |
| Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End | Jun 5, 2020 | Computational EfficiencyDepth Completion | CodeCode Available | 1 |
| End-to-End Adversarial Text-to-Speech | Jun 5, 2020 | Adversarial TextDynamic Time Warping | CodeCode Available | 1 |
| MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction | Jun 5, 2020 | Autonomous VehiclesMulti Future Trajectory Prediction | CodeCode Available | 1 |
| Drug–target affinity prediction using graph neural network and contact maps | Jun 1, 2020 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Structure-Guided Ranking Loss for Single Image Depth Prediction | Jun 1, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| User Behavior Retrieval for Click-Through Rate Prediction | May 28, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction | May 22, 2020 | Disease PredictionPrediction | CodeCode Available | 1 |
| Stance Prediction and Claim Verification: An Arabic Perspective | May 21, 2020 | Claim VerificationNatural Language Inference | CodeCode Available | 1 |
| ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes | May 19, 2020 | Deep LearningICU Mortality | CodeCode Available | 1 |
| Deep Learning for Post-Processing Ensemble Weather Forecasts | May 18, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction | May 18, 2020 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 |
| Deep Hierarchical Classification for Category Prediction in E-commerce System | May 14, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
