| 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 |
