| Markup-to-Image Diffusion Models with Scheduled Sampling | Oct 11, 2022 | Decision MakingDenoising | CodeCode Available | 1 |
| Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions | Oct 10, 2022 | AttributeCommunity Detection | CodeCode Available | 1 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 |
| Selection by Prediction with Conformal p-values | Oct 4, 2022 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization | Oct 3, 2022 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |
| Collaborative Decision Making Using Action Suggestions | Sep 27, 2022 | Decision Makingvalid | CodeCode Available | 1 |
| Towards a Standardised Performance Evaluation Protocol for Cooperative MARL | Sep 21, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| jsdp: a Java Stochastic DP Library | Sep 20, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Learning to Walk by Steering: Perceptive Quadrupedal Locomotion in Dynamic Environments | Sep 19, 2022 | Decision MakingImitation Learning | CodeCode Available | 1 |
| FairGBM: Gradient Boosting with Fairness Constraints | Sep 16, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks | Sep 15, 2022 | Decision Making | CodeCode Available | 1 |
| Visual Recognition with Deep Nearest Centroids | Sep 15, 2022 | Decision Makingimage-classification | CodeCode Available | 1 |
| Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations | Sep 8, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| Risk of Bias in Chest Radiography Deep Learning Foundation Models | Sep 7, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis | Sep 5, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Explainability of Deep Learning models for Urban Space perception | Aug 29, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving | Aug 24, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Lane Change Classification and Prediction with Action Recognition Networks | Aug 24, 2022 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning | Aug 23, 2022 | ClassificationDecision Making | CodeCode Available | 1 |
| Efficient Planning in a Compact Latent Action Space | Aug 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition | Aug 22, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Learning Efficient Abstract Planning Models that Choose What to Predict | Aug 16, 2022 | Decision MakingOperator learning | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
