| Towards Evaluating Explanations of Vision Transformers for Medical Imaging | Apr 12, 2023 | Decision Makingimage-classification | CodeCode Available | 1 |
| VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views | Apr 10, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark | Apr 6, 2023 | Decision MakingEthics | CodeCode Available | 1 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Emergent Coordination through Game-Induced Nonlinear Opinion Dynamics | Apr 5, 2023 | Decision Making | CodeCode Available | 1 |
| A View From Somewhere: Human-Centric Face Representations | Mar 30, 2023 | AttributeDecision Making | CodeCode Available | 1 |
| SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts | Mar 25, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays | Mar 24, 2023 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Optimal Transport for Offline Imitation Learning | Mar 24, 2023 | D4RLDecision Making | CodeCode Available | 1 |
| Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis | Mar 23, 2023 | Decision MakingDescriptive | CodeCode Available | 1 |
| Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models | Mar 22, 2023 | Age EstimationDecision Making | CodeCode Available | 1 |
| DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks | Mar 21, 2023 | Decision MakingGraph Learning | CodeCode Available | 1 |
| Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning | Mar 18, 2023 | Decision MakingVisual Reasoning | CodeCode Available | 1 |
| Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions | Mar 17, 2023 | Decision Making | CodeCode Available | 1 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| Jump to Conclusions: Short-Cutting Transformers With Linear Transformations | Mar 16, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks | Mar 12, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Towards Trust of Explainable AI in Thyroid Nodule Diagnosis | Mar 8, 2023 | Decision MakingDensity Estimation | CodeCode Available | 1 |
| Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play | Mar 7, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Traffic State Estimation from Vehicle Trajectories with Anisotropic Gaussian Processes | Mar 4, 2023 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| Preference Transformer: Modeling Human Preferences using Transformers for RL | Mar 2, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Time-uniform confidence bands for the CDF under nonstationarity | Feb 28, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| Forecasting Workload in Cloud Computing: Towards Uncertainty-Aware Predictions and Transfer Learning | Feb 24, 2023 | Cloud ComputingDecision Making | CodeCode Available | 1 |
| GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations | Feb 24, 2023 | counterfactualDecision Making | CodeCode Available | 1 |
| LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version | Feb 24, 2023 | ClassificationDecision Making | CodeCode Available | 1 |
