| 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 |
