| DEUP: Direct Epistemic Uncertainty Prediction | Feb 16, 2021 | Active Learningimage-classification | CodeCode Available | 1 |
| Spatio-Temporal Multi-step Prediction of Influenza Outbreaks | Feb 16, 2021 | Prediction | —Unverified | 0 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
| Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates | Feb 16, 2021 | PredictionStructured Prediction | —Unverified | 0 |
| Unified Shapley Framework to Explain Prediction Drift | Feb 15, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences | Feb 15, 2021 | DecoderManagement | CodeCode Available | 0 |
| TI-Capsule: Capsule Network for Stock Exchange Prediction | Feb 15, 2021 | MarketingPrediction | —Unverified | 0 |
| Approximation to Object Conditional Validity with Inductive Conformal Predictors | Feb 15, 2021 | BIG-bench Machine LearningObject | —Unverified | 0 |
| A Gated Fusion Network for Dynamic Saliency Prediction | Feb 15, 2021 | PredictionSaliency Prediction | —Unverified | 0 |
| UserReg: A Simple but Strong Model for Rating Prediction | Feb 15, 2021 | Collaborative FilteringPrediction | —Unverified | 0 |
| Spatio-temporal Graph-RNN for Point Cloud Prediction | Feb 15, 2021 | Prediction | CodeCode Available | 1 |
| Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention | Feb 14, 2021 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression | Feb 14, 2021 | Learning TheoryPrediction | —Unverified | 0 |
| Multimodal Punctuation Prediction with Contextual Dropout | Feb 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset | Feb 12, 2021 | FairnessFeature Importance | —Unverified | 0 |
| A model for traffic incident prediction using emergency braking data | Feb 12, 2021 | Prediction | —Unverified | 0 |
| A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes | Feb 11, 2021 | Prediction | CodeCode Available | 1 |
| Shelf-Supervised Mesh Prediction in the Wild | Feb 11, 2021 | Prediction | CodeCode Available | 1 |
| Private Prediction Sets | Feb 11, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Towards More Fine-grained and Reliable NLP Performance Prediction | Feb 10, 2021 | Prediction | CodeCode Available | 0 |
| A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction | Feb 9, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Locally Adaptive Label Smoothing for Predictive Churn | Feb 9, 2021 | Prediction | —Unverified | 0 |
| Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding | Feb 9, 2021 | Prediction | —Unverified | 0 |
| WheaCha: A Method for Explaining the Predictions of Models of Code | Feb 9, 2021 | BIG-bench Machine LearningCode Summarization | —Unverified | 0 |
| Performance Evaluation of Transcriptomics Data Normalization for Survival Risk Prediction | Feb 8, 2021 | BenchmarkingPrediction | —Unverified | 0 |