| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
| GisPy: A Tool for Measuring Gist Inference Score in Text | May 25, 2022 | Coherence EvaluationDecision Making | CodeCode Available | 1 |
| Neur2SP: Neural Two-Stage Stochastic Programming | May 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search | May 19, 2022 | Decision MakingImage Captioning | CodeCode Available | 1 |
| Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees | Apr 30, 2022 | Decision Making | CodeCode Available | 1 |
| Engineering flexible machine learning systems by traversing functionally-invariant paths | Apr 30, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| Open challenges for Machine Learning based Early Decision-Making research | Apr 27, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead electricity price forecasting | Apr 21, 2022 | Decision MakingPrediction Intervals | CodeCode Available | 1 |
| Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains | Apr 20, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction | Apr 18, 2022 | Crime PredictionDecision Making | CodeCode Available | 1 |
| OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data | Apr 13, 2022 | 3D Object DetectionDecision Making | CodeCode Available | 1 |
| Leveraging Reaction-aware Substructures for Retrosynthesis Analysis | Apr 12, 2022 | Decision MakingMachine Translation | CodeCode Available | 1 |
| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations | Apr 6, 2022 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions | Apr 5, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Teachable Reinforcement Learning via Advice Distillation | Mar 19, 2022 | Decision MakingImitation Learning | CodeCode Available | 1 |
| The Sandbox Environment for Generalizable Agent Research (SEGAR) | Mar 19, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification | Mar 18, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| SocialVAE: Human Trajectory Prediction using Timewise Latents | Mar 15, 2022 | Decision MakingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| REX: Reasoning-aware and Grounded Explanation | Mar 11, 2022 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks | Mar 9, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration | Mar 8, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
