| Predicting Deeper into the Future of Semantic Segmentation | Mar 22, 2017 | AttributeAutonomous Driving | CodeCode Available | 0 |
| Learning Loop Invariants for Program Verification | Dec 1, 2018 | Decision MakingHeuristic Search | CodeCode Available | 0 |
| Explaining AI in Finance: Past, Present, Prospects | Jun 5, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Neurochaos Feature Transformation and Classification for Imbalanced Learning | Apr 20, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling | Feb 26, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Neuro-Fuzzy Random Vector Functional Link Neural Network for Classification and Regression Problems | Jan 29, 2024 | ClusteringDecision Making | CodeCode Available | 0 |
| Attention Please: What Transformer Models Really Learn for Process Prediction | Aug 12, 2024 | Activity PredictionDecision Making | CodeCode Available | 0 |
| HyperPIE: Hyperparameter Information Extraction from Scientific Publications | Dec 17, 2023 | Decision Makinggraph construction | CodeCode Available | 0 |
| Attention Branch Network: Learning of Attention Mechanism for Visual Explanation | Dec 25, 2018 | Decision Makingimage-classification | CodeCode Available | 0 |
| Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning | Oct 28, 2023 | Decision Making | CodeCode Available | 0 |
| NeuroInspect: Interpretable Neuron-based Debugging Framework through Class-conditional Visualizations | Oct 11, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| ProtoAttend: Attention-Based Prototypical Learning | Feb 17, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Learning Memory Mechanisms for Decision Making through Demonstrations | Nov 12, 2024 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Learning Metrics that Maximise Power for Accelerated A/B-Tests | Feb 6, 2024 | Decision Making | CodeCode Available | 0 |
| Recovering Quantitative Models of Human Information Processing with Differentiable Architecture Search | Mar 25, 2021 | Decision MakingNeural Architecture Search | CodeCode Available | 0 |
| Explaining Deep Classification of Time-Series Data with Learned Prototypes | Apr 18, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| IBGR: Influence-Based Group Recommendation system | Nov 15, 2023 | ClusteringDecision Making | CodeCode Available | 0 |
| Learning model-based planning from scratch | Jul 19, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making | May 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation Bias | Jul 10, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Locally Convex Global Loss Network for Decision-Focused Learning | Mar 4, 2024 | Decision Making | CodeCode Available | 0 |
| Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic Environment | Jul 12, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Box-Constrained Softmax Function and Its Application for Post-Hoc Calibration | Jun 12, 2025 | Decision Making | CodeCode Available | 0 |
| Bounded rationality for relaxing best response and mutual consistency: The Quantal Hierarchy model of decision-making | Jun 30, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Explaining Interactions Between Text Spans | Oct 20, 2023 | Community DetectionDecision Making | CodeCode Available | 0 |
| Decoupling Inherent Risk and Early Cancer Signs in Image-based Breast Cancer Risk Models | Jul 11, 2020 | Decision Making | CodeCode Available | 0 |
| iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices | Aug 22, 2020 | ClusteringDecision Making | CodeCode Available | 0 |
| Recovery of Missing Sensor Data by Reconstructing Time-varying Graph Signals | Mar 1, 2022 | Decision Making | CodeCode Available | 0 |
| C-MCTS: Safe Planning with Monte Carlo Tree Search | May 25, 2023 | Decision Making | CodeCode Available | 0 |
| Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News | Mar 11, 2024 | Decision Making | CodeCode Available | 0 |
| An Intelligent Self-driving Truck System For Highway Transportation | Dec 31, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Learning non-Markovian Decision-Making from State-only Sequences | Jun 27, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes | Dec 18, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Explaining Reinforcement Learning Policies through Counterfactual Trajectories | Jan 29, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Learning Non-myopic Power Allocation in Constrained Scenarios | Jan 18, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Explaining RL Decisions with Trajectories | May 6, 2023 | Attributecontinuous-control | CodeCode Available | 0 |
| Bottom-up Broadcast Neural Network For Music Genre Classification | Jan 24, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Predicting Emotion Intensity in Polish Political Texts: Comparing Supervised Models and Large Language Models in a Resource-Poor Language | Jul 16, 2024 | Decision Making | CodeCode Available | 0 |
| Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud | Jul 18, 2023 | CPUDecision Making | CodeCode Available | 0 |
| Attend Before you Act: Leveraging human visual attention for continual learning | Jul 25, 2018 | Continual LearningDecision Making | CodeCode Available | 0 |
| FreqRISE: Explaining time series using frequency masking | Jun 19, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments | Sep 7, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis Prediction | Mar 20, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| CMA-R:Causal Mediation Analysis for Explaining Rumour Detection | Feb 13, 2024 | Decision MakingRumour Detection | CodeCode Available | 0 |
| "Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations | Nov 27, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| BOSC: A toolbox for aerial imagery mapping | Jun 9, 2024 | Decision Making | CodeCode Available | 0 |
| PEAK: Explainable Privacy Assistant through Automated Knowledge Extraction | Jan 5, 2023 | Decision Making | CodeCode Available | 0 |
| AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation | Sep 4, 2024 | Decision Making | CodeCode Available | 0 |
| People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI | Mar 11, 2024 | AttributeAutonomous Driving | CodeCode Available | 0 |