| 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 |
| Visual Recognition with Deep Nearest Centroids | Sep 15, 2022 | Decision Makingimage-classification | CodeCode Available | 1 |
| GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks | Sep 15, 2022 | Decision Making | 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 |
| Lane Change Classification and Prediction with Action Recognition Networks | Aug 24, 2022 | Action RecognitionAutonomous Driving | 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 |
| 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 |
| Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images | Aug 3, 2022 | Building Damage AssessmentChange Detection | CodeCode Available | 1 |
| CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography | Aug 3, 2022 | Decision MakingSegmentation | CodeCode Available | 1 |
| Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess | Aug 2, 2022 | Decision Making | CodeCode Available | 1 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Data-Driven Sample Average Approximation with Covariate Information | Jul 27, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation | Jul 25, 2022 | Bayesian OptimisationDecision Making | CodeCode Available | 1 |
| LPYOLO: Low Precision YOLO for Face Detection on FPGA | Jul 21, 2022 | CPUDecision Making | CodeCode Available | 1 |
| ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder | Jul 17, 2022 | Decision MakingDecoder | CodeCode Available | 1 |
| Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction | Jul 14, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling | Jul 9, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Interpretable by Design: Learning Predictors by Composing Interpretable Queries | Jul 3, 2022 | Decision Making | CodeCode Available | 1 |
| Forecasting Future World Events with Neural Networks | Jun 30, 2022 | Decision MakingDiversity | CodeCode Available | 1 |
| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse | Jun 28, 2022 | Continuous ControlDecision Making | CodeCode Available | 1 |
| Toward multi-target self-organizing pursuit in a partially observable Markov game | Jun 24, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Search-Based Testing Approach for Deep Reinforcement Learning Agents | Jun 15, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Bootstrapping Multi-view Representations for Fake News Detection | Jun 12, 2022 | Decision MakingFake News Detection | CodeCode Available | 1 |
| DORA: Exploring Outlier Representations in Deep Neural Networks | Jun 9, 2022 | Decision Making | CodeCode Available | 1 |
| From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation | Jun 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| RORL: Robust Offline Reinforcement Learning via Conservative Smoothing | Jun 6, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction | Jun 1, 2022 | Decision MakingManagement | CodeCode Available | 1 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
