| HIVE: Evaluating the Human Interpretability of Visual Explanations | Dec 6, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Offline Model-based Adaptable Policy Learning | Dec 1, 2021 | Decision Makingmodel | CodeCode Available | 1 |
| Explaining machine-learned particle-flow reconstruction | Nov 24, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Interpreting Machine Learning Models for Room Temperature Prediction in Non-domestic Buildings | Nov 23, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction | Nov 22, 2021 | Burned Area DelineationDecision Making | CodeCode Available | 1 |
| Literature-Augmented Clinical Outcome Prediction | Nov 16, 2021 | Decision MakingPrediction | CodeCode Available | 1 |
| RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning | Nov 4, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Mixed-Integer Optimization with Constraint Learning | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Human Attention in Fine-grained Classification | Nov 2, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| JEDAI: A System for Skill-Aligned Explainable Robot Planning | Oct 31, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| Generalized Proximal Policy Optimization with Sample Reuse | Oct 29, 2021 | Decision Making | CodeCode Available | 1 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
| Algorithmic encoding of protected characteristics in image-based models for disease detection | Oct 27, 2021 | Decision MakingTransfer Learning | CodeCode Available | 1 |
| Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning | Oct 27, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making | Oct 26, 2021 | Decision MakingDescriptive | CodeCode Available | 1 |
| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee | Oct 26, 2021 | Decision MakingFederated Learning | CodeCode Available | 1 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| False Correlation Reduction for Offline Reinforcement Learning | Oct 24, 2021 | D4RLDecision Making | CodeCode Available | 1 |
| Sequential Voting with Relational Box Fields for Active Object Detection | Oct 21, 2021 | Active Object DetectionDecision Making | CodeCode Available | 1 |
| View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums | Oct 14, 2021 | Decision MakingRobot Navigation | CodeCode Available | 1 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 |
| SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer | Oct 12, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR | Oct 11, 2021 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets | Oct 10, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Medical Dead-ends and Learning to Identify High-risk States and Treatments | Oct 8, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Injecting Planning-Awareness into Prediction and Detection Evaluation | Oct 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design | Oct 7, 2021 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Rerunning OCR: A Machine Learning Approach to Quality Assessment and Enhancement Prediction | Oct 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| ProTo: Program-Guided Transformer for Program-Guided Tasks | Oct 2, 2021 | Decision MakingLearning to Execute | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction | Oct 1, 2021 | Decision MakingManagement | CodeCode Available | 1 |
| Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting | Sep 29, 2021 | Decision MakingManagement | CodeCode Available | 1 |
| Explainable Machine Larning for liver transplantation | Sep 28, 2021 | Decision Making | CodeCode Available | 1 |
| Why Do We Click: Visual Impression-aware News Recommendation | Sep 26, 2021 | Decision MakingNews Recommendation | CodeCode Available | 1 |
| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 |
| Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach | Sep 21, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization | Sep 20, 2021 | Decision MakingPosition | CodeCode Available | 1 |
| CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting | Sep 15, 2021 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Learning Selective Communication for Multi-Agent Path Finding | Sep 12, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
| U-FNO -- An enhanced Fourier neural operator-based deep-learning model for multiphase flow | Sep 3, 2021 | Decision Making | CodeCode Available | 1 |
| TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks | Sep 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU | Aug 31, 2021 | CPUDecision Making | CodeCode Available | 1 |
| Binocular Mutual Learning for Improving Few-shot Classification | Aug 27, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
