| Excitation Dropout: Encouraging Plasticity in Deep Neural Networks | May 23, 2018 | Decision MakingVideo Recognition | 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 |
| A Language Agent for Autonomous Driving | Nov 17, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 0 | 5 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision 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 |
| First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures | Oct 2, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML | Jun 15, 2023 | AutoMLDecision Making | CodeCode Available | 0 | 5 |
| A knowledge-driven vowel-based approach of depression classification from speech using data augmentation | Oct 27, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 | 5 |
| Event-Based Contrastive Learning for Medical Time Series | Dec 16, 2023 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 | 5 |
| Coordination Event Detection and Initiator Identification in Time Series Data | Mar 4, 2016 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| Event Detection on Dynamic Graphs | Oct 23, 2021 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| FlowPG: Action-constrained Policy Gradient with Normalizing Flows | Feb 7, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 | 5 |
| Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy | Nov 15, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset | Jun 14, 2023 | Decision MakingMisinformation | CodeCode Available | 0 | 5 |
| Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments | Jun 15, 2022 | Decision MakingTime Series | CodeCode Available | 0 | 5 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| Evidential Conditional Neural Processes | Nov 30, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Explainability of Deep Neural Networks for Brain Tumor Detection | Oct 10, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 | 5 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making | Apr 11, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild | May 3, 2022 | Decision Making | 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 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task | Feb 23, 2025 | Decision MakingNavigate | CodeCode Available | 0 | 5 |
| ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension | Sep 23, 2022 | Decision MakingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Estimating Expected Calibration Errors | Sep 8, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Estimating Treatment Effects Under Heterogeneous Interference | Sep 25, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | CodeCode Available | 0 | 5 |
| Estimating Average Treatment Effects via Orthogonal Regularization | Jan 21, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Estimating Uncertainty Intervals from Collaborating Networks | Feb 12, 2020 | Decision Makingregression | 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 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance | May 7, 2025 | Abstractive Text SummarizationDecision Making | CodeCode Available | 0 | 5 |
| Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings | Feb 13, 2024 | Decision MakingSequential 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 |
| E Pluribus Unum Interpretable Convolutional Neural Networks | Aug 10, 2022 | Decision Making | CodeCode Available | 0 | 5 |
| Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts | Oct 14, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| EPD: Long-term Memory Extraction, Context-awared Planning and Multi-iteration Decision @ EgoPlan Challenge ICML 2024 | Jul 28, 2024 | Decision MakingTask Planning | CodeCode Available | 0 | 5 |
| EPE-P: Evidence-based Parameter-efficient Prompting for Multimodal Learning with Missing Modalities | Dec 23, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Learning Models for Actionable Recourse | Nov 12, 2020 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Generating collective counterfactual explanations in score-based classification via mathematical optimization | Oct 19, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents | Jun 10, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |