| Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate | May 19, 2023 | Decision Making | CodeCode Available | 1 |
| Physics Inspired Approaches To Understanding Gaussian Processes | May 18, 2023 | Decision MakingGaussian Processes | CodeCode Available | 1 |
| The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting | May 15, 2023 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 |
| Heterogeneous Unmanned Aerial Vehicles Cooperative Search Approach for Complex Environments | May 13, 2023 | Collision AvoidanceDecision Making | CodeCode Available | 1 |
| Unlocking the black box of CNNs: Visualising the decision-making process with PRISM | May 13, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting | May 10, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects | May 9, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial | May 7, 2023 | Decision MakingManagement | CodeCode Available | 1 |
| White-Box Multi-Objective Adversarial Attack on Dialogue Generation | May 5, 2023 | Adversarial AttackDecision Making | CodeCode Available | 1 |
| Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement Learning | May 4, 2023 | AttributeConversational Recommendation | CodeCode Available | 1 |
| Masked Trajectory Models for Prediction, Representation, and Control | May 4, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data | May 1, 2023 | Decision MakingLung Nodule Segmentation | CodeCode Available | 1 |
| Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL | Apr 30, 2023 | Decision MakingMuJoCo | CodeCode Available | 1 |
| X-RLflow: Graph Reinforcement Learning for Neural Network Subgraphs Transformation | Apr 28, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools | Apr 27, 2023 | Decision MakingSentence | CodeCode Available | 1 |
| Games for Artificial Intelligence Research: A Review and Perspectives | Apr 26, 2023 | Decision MakingScheduling | CodeCode Available | 1 |
| SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning | Apr 23, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams | Apr 21, 2023 | Decision MakingDeep Learning | CodeCode Available | 1 |
| TempoRL: laser pulse temporal shape optimization with Deep Reinforcement Learning | Apr 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints | Apr 17, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| PCPNet: An Efficient and Semantic-Enhanced Transformer Network for Point Cloud Prediction | Apr 16, 2023 | Autonomous VehiclesDecision Making | CodeCode Available | 1 |
| 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 |
