| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search | Jul 19, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Interpreting and Correcting Medical Image Classification with PIP-Net | Jul 19, 2023 | ClassificationDecision Making | CodeCode Available | 1 |
| Fast model inference and training on-board of Satellites | Jul 17, 2023 | CPUDecision Making | CodeCode Available | 1 |
| Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training | Jul 16, 2023 | AllDecision Making | CodeCode Available | 1 |
| VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View | Jul 12, 2023 | Decision MakingNatural Language Understanding | CodeCode Available | 1 |
| Epidemic Modeling with Generative Agents | Jul 11, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Sparse learned kernels for interpretable and efficient medical time series processing | Jul 6, 2023 | Artifact DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale | Jul 4, 2023 | Computational EfficiencyDecision Making | CodeCode Available | 1 |
| Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach | Jul 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Computationally Assisted Quality Control for Public Health Data Streams | Jun 29, 2023 | Decision MakingOutlier Detection | CodeCode Available | 1 |
| milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing | Jun 29, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| Interaction-Aware Planning With Deep Inverse Reinforcement Learning for Human-Like Autonomous Driving in Merge Scenarios | Jun 26, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind Approach | Jun 26, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support | Jun 23, 2023 | Decision Making | CodeCode Available | 1 |
| Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs | Jun 22, 2023 | Arithmetic ReasoningBenchmarking | CodeCode Available | 1 |
| Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers | Jun 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning | Jun 19, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Evaluating Superhuman Models with Consistency Checks | Jun 16, 2023 | Decision Making | CodeCode Available | 1 |
