| Toward Multi-Granularity Decision-Making: Explicit Visual Reasoning with Hierarchical Knowledge | Jan 1, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification | Jan 1, 2023 | Decision Makingimage-classification | CodeCode Available | 1 |
| Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification | Jan 1, 2023 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Goal-Guided Transformer-Enabled Reinforcement Learning for Efficient Autonomous Navigation | Jan 1, 2023 | Autonomous NavigationDecision Making | CodeCode Available | 1 |
| Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin | Jan 1, 2023 | ClusteringDecision Making | —Unverified | 0 |
| New Challenges in Reinforcement Learning: A Survey of Security and Privacy | Dec 31, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion | Dec 30, 2022 | Decision MakingSeismic Inversion | —Unverified | 0 |
| Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent | Dec 30, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| GANExplainer: GAN-based Graph Neural Networks Explainer | Dec 30, 2022 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Detection of Groups with Biased Representation in Ranking | Dec 30, 2022 | Decision MakingFairness | —Unverified | 0 |
| Transformer in Transformer as Backbone for Deep Reinforcement Learning | Dec 30, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Risk-Sensitive Policy with Distributional Reinforcement Learning | Dec 30, 2022 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 1 |
| An Instrumental Variable Approach to Confounded Off-Policy Evaluation | Dec 29, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| A Theoretical Framework for AI Models Explainability with Application in Biomedicine | Dec 29, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Quantile Off-Policy Evaluation via Deep Conditional Generative Learning | Dec 29, 2022 | Decision MakingOff-policy evaluation | —Unverified | 0 |
| Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences with Possibly Dependent Observations | Dec 29, 2022 | Decision MakingLEMMA | CodeCode Available | 0 |
| Offline Reinforcement Learning via Linear-Programming with Error-Bound Induced Constraints | Dec 28, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach | Dec 27, 2022 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Annealing Double-Head: An Architecture for Online Calibration of Deep Neural Networks | Dec 27, 2022 | Decision Making | —Unverified | 0 |
| Dynamics of Social Networks: Multi-agent Information Fusion, Anticipatory Decision Making and Polling | Dec 26, 2022 | Change DetectionDecision Making | —Unverified | 0 |
| A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty | Dec 25, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Linear Combinatorial Semi-Bandit with Causally Related Rewards | Dec 25, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| GraphCast: Learning skillful medium-range global weather forecasting | Dec 24, 2022 | Decision MakingWeather Forecasting | CodeCode Available | 5 |
| On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective | Dec 24, 2022 | Decision MakingImage Captioning | CodeCode Available | 1 |
| SHIRO: Soft Hierarchical Reinforcement Learning | Dec 24, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |