| Selective transfer learning with adversarial training for stock movement prediction | Sep 30, 2021 | PredictionStock Prediction | —Unverified | 0 |
| How Neural Processes Improve Graph Link Prediction | Sep 30, 2021 | Inductive LearningInductive Link Prediction | CodeCode Available | 0 |
| MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction | Sep 30, 2021 | PredictionTrajectory Forecasting | —Unverified | 0 |
| Genomic prediction: progress and perspectives for rice improvement | Sep 30, 2021 | Prediction | —Unverified | 0 |
| PERSONALIZED LAB TEST RESPONSE PREDICTION WITH KNOWLEDGE AUGMENTATION | Sep 29, 2021 | Prediction | —Unverified | 0 |
| Distribution-Driven Disjoint Prediction Intervals for Deep Learning | Sep 29, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Towards Non-Parametric Models for Confidence Aware Video Prediction on Smooth Dynamics | Sep 29, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning | Sep 29, 2021 | FairnessGraph structure learning | —Unverified | 0 |
| Trading Coverage for Precision: Conformal Prediction with Limited False Discoveries | Sep 29, 2021 | Computational chemistryConformal Prediction | —Unverified | 0 |
| Dataset Bias Prediction for Few-Shot Image Classification | Sep 29, 2021 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Provably Calibrated Regression Under Distribution Drift | Sep 29, 2021 | Predictionregression | —Unverified | 0 |
| Explainable Automatic Hypothesis Generation via High-order Graph Walks | Sep 29, 2021 | Link PredictionPrediction | —Unverified | 0 |
| Long-term Prediction of Nonlinear Time Series Using Autoencoder and Echo State Networks | Sep 29, 2021 | PredictionTime Series | —Unverified | 0 |
| Explaining Knowledge Graph Embedding via Latent Rule Learning | Sep 29, 2021 | Graph EmbeddingKnowledge Distillation | —Unverified | 0 |
| Adversarially Robust Conformal Prediction | Sep 29, 2021 | Adversarial AttackConformal Prediction | —Unverified | 0 |
| What to expect of hardware metric predictors in NAS | Sep 29, 2021 | Neural Architecture SearchPrediction | —Unverified | 0 |
| Machine Learning Applications in Forecasting of COVID-19 Based on Patients' Individual Symptoms | Sep 29, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Self-Supervised Prime-Dual Networks for Few-Shot Image Classification | Sep 29, 2021 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Match Prediction Using Learned History Embeddings | Sep 29, 2021 | Prediction | —Unverified | 0 |
| Few-shot graph link prediction with domain adaptation | Sep 29, 2021 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| Active Deep Multiple Instance Learning | Sep 29, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Online graph nets | Sep 29, 2021 | Link PredictionPrediction | —Unverified | 0 |
| TS-BERT: A fusion model for Pre-trainning Time Series-Text Representations | Sep 29, 2021 | PredictionTime Series | —Unverified | 0 |
| FitVid: High-Capacity Pixel-Level Video Prediction | Sep 29, 2021 | Image AugmentationPrediction | —Unverified | 0 |
| Spatio-temporal Disentangled representation learning for mobility prediction | Sep 29, 2021 | ManagementPrediction | —Unverified | 0 |
| Propagating Distributions through Neural Networks | Sep 29, 2021 | Predictionregression | —Unverified | 0 |
| Inductive Relation Prediction Using Analogy Subgraph Embeddings | Sep 29, 2021 | Inductive BiasInductive Relation Prediction | —Unverified | 0 |
| CDNet: A cascaded decoupling architecture for video prediction | Sep 29, 2021 | PredictionVideo Prediction | —Unverified | 0 |
| Surgical Prediction with Interpretable Latent Representation | Sep 29, 2021 | PredictionRepresentation Learning | —Unverified | 0 |
| Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property | Sep 29, 2021 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Autoregressive Latent Video Prediction with High-Fidelity Image Generator | Sep 29, 2021 | Data AugmentationPrediction | —Unverified | 0 |
| Improving Long-Horizon Imitation Through Language Prediction | Sep 29, 2021 | Prediction | —Unverified | 0 |
| Network calibration by weight scaling | Sep 29, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Sample-Efficient Safety Assurances using Conformal Prediction | Sep 28, 2021 | Conformal PredictionPrediction | —Unverified | 0 |
| Improved prediction rule ensembling through model-based data generation | Sep 28, 2021 | Predictionregression | —Unverified | 0 |
| Prediction of the Facial Growth Direction is Challenging | Sep 28, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning | Sep 25, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
| Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models | Sep 25, 2021 | Discrete Choice ModelsFairness | CodeCode Available | 0 |
| Identifying Distributional Differences in Convective Evolution Prior to Rapid Intensification in Tropical Cyclones | Sep 24, 2021 | Prediction | —Unverified | 0 |
| Multi-task Learning with Domain Knowledge for Molecular Property Prediction | Sep 24, 2021 | Drug DiscoveryMolecular Property Prediction | —Unverified | 0 |
| Faithful Target Attribute Prediction in Neural Machine Translation | Sep 24, 2021 | AttributeData Augmentation | CodeCode Available | 0 |
| Remaining useful life prediction with uncertainty quantification: development of a highly accurate model for rotating machinery | Sep 23, 2021 | PredictionUncertainty Quantification | —Unverified | 0 |
| Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach | Sep 23, 2021 | ManagementPrediction | —Unverified | 0 |
| Facilitating human-wildlife cohabitation through conflict prediction | Sep 22, 2021 | Prediction | —Unverified | 0 |
| Vehicle Behavior Prediction and Generalization Using Imbalanced Learning Techniques | Sep 22, 2021 | Prediction | CodeCode Available | 0 |
| Heterogeneous Ensemble for ESG Ratings Prediction | Sep 21, 2021 | Prediction | —Unverified | 0 |
| Self-Supervised Action-Space Prediction for Automated Driving | Sep 21, 2021 | PredictionTrajectory Prediction | —Unverified | 0 |
| Comparison of single and multitask learning for predicting cognitive decline based on MRI data | Sep 21, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| Scale-aware direct monocular odometry | Sep 21, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |