| Detect and Classify -- Joint Span Detection and Classification for Health Outcomes | Apr 15, 2021 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Molecular Property Prediction via Mixture of Collaborative Experts | Dec 6, 2023 | Decision MakingDiversity | CodeCode Available | 0 | 5 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Detecting and Mitigating System-Level Anomalies of Vision-Based Controllers | Sep 23, 2023 | Decision MakingSelf-Driving Cars | CodeCode Available | 0 | 5 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 | 5 |
| Ensemble Framework for Real-time Decision Making | Jun 21, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem | Nov 6, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment | Jan 24, 2025 | Decision Making | CodeCode Available | 0 | 5 |
| Deontic Paradoxes in ASP with Weak Constraints | Aug 30, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Episodic Return Decomposition by Difference of Implicitly Assigned Sub-Trajectory Reward | Dec 17, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents | Mar 20, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Dense Retrieval as Indirect Supervision for Large-space Decision Making | Oct 28, 2023 | Decision MakingEntity Typing | CodeCode Available | 0 | 5 |
| CTP:A Causal Interpretable Model for Non-Communicable Disease Progression Prediction | Aug 18, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 0 | 5 |
| Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes | Aug 19, 2023 | Decision MakingForm | CodeCode Available | 0 | 5 |
| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 | 5 |
| Designing Closed Human-in-the-loop Deferral Pipelines | Feb 9, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Estimation of continuous environments by robot swarms: Correlated networks and decision-making | Feb 27, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Causality-enhanced Decision-Making for Autonomous Mobile Robots in Dynamic Environments | Apr 16, 2025 | BenchmarkingCausal Inference | CodeCode Available | 0 | 5 |
| Burst-dependent plasticity and dendritic amplification support target-based learning and hierarchical imitation learning | Jan 27, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| DeLF: Designing Learning Environments with Foundation Models | Jan 17, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care | Nov 5, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 0 | 5 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision Making | CodeCode Available | 0 | 5 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning | Apr 2, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions | Aug 31, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Evidential Conditional Neural Processes | Nov 30, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| EVKG: An Interlinked and Interoperable Electric Vehicle Knowledge Graph for Smart Transportation System | Apr 10, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 0 | 5 |
| Demixed principal component analysis of population activity in higher cortical areas reveals independent representation of task parameters | Oct 22, 2014 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Designing Closed-Loop Models for Task Allocation | May 31, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 | 5 |
| DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs | Nov 19, 2018 | Decision MakingGeneral Classification | CodeCode Available | 0 | 5 |
| Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known Systems | Dec 5, 2023 | Bayesian OptimisationDecision Making | CodeCode Available | 0 | 5 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Building Socially-Equitable Public Models | Jun 4, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Causal Explanations for Sequential Decision-Making in Multi-Agent Systems | Feb 21, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Anonymous Hedonic Game for Task Allocation in a Large-Scale Multiple Agent System | Nov 18, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Cautious Calibration in Binary Classification | Aug 9, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Cautious Decision-Making for Tree Ensembles | Nov 19, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 | 5 |
| Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels | Feb 11, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines | Jun 20, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps | Mar 31, 2023 | AttributeDecision Making | CodeCode Available | 0 | 5 |