| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 | 5 |
| ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs | May 3, 2023 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Approximate Control for Continuous-Time POMDPs | Feb 2, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision 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 |
| DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment | Jan 24, 2025 | Decision Making | 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 |
| DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps | Mar 31, 2023 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| DeLF: Designing Learning Environments with Foundation Models | Jan 17, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Deep Variational Reinforcement Learning for POMDPs | Jun 6, 2018 | Decision MakingInductive Bias | CodeCode Available | 0 | 5 |
| FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear Bandits | May 22, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| FlowPG: Action-constrained Policy Gradient with Normalizing Flows | Feb 7, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision 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 |
| Formation Control for Connected and Automated Vehicles on Multi-lane Roads: Relative Motion Planning and Conflict Resolution | Mar 18, 2021 | Decision MakingMotion Planning | CodeCode Available | 0 | 5 |
| Missing Data Imputation Based on Dynamically Adaptable Structural Equation Modeling with Self-Attention | Aug 23, 2023 | Causal DiscoveryComputational Efficiency | 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 |
| 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 |
| Active Inference Meeting Energy-Efficient Control of Parallel and Identical Machines | Jun 13, 2024 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 | 5 |
| CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments | Feb 11, 2023 | Cloud ComputingDecision Making | CodeCode Available | 0 | 5 |
| A Practical Guide to Multi-Objective Reinforcement Learning and Planning | Mar 17, 2021 | Decision MakingMulti-Objective Reinforcement Learning | 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 |
| 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 |
| Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight | Oct 2, 2017 | Autonomous VehiclesDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus | Apr 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis | May 10, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions? | Nov 1, 2021 | Argument MiningClassification | CodeCode Available | 0 | 5 |
| From Two-Dimensional to Three-Dimensional Environment with Q-Learning: Modeling Autonomous Navigation with Reinforcement Learning and no Libraries | Mar 27, 2024 | Autonomous NavigationDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Chinese Zero pronoun Resolution | Jun 10, 2018 | Chinese Zero Pronoun ResolutionDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Agents for Strategic Production Policies in Microeconomic Market Simulations | Oct 27, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| Reinforcement Learning applied to Insurance Portfolio Pursuit | Aug 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Neuroevolution of Recurrent and Discrete World Models | Apr 28, 2019 | Car RacingDecision Making | 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 |
| Deep Q-learning from Demonstrations | Apr 12, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data | Oct 12, 2019 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry | Mar 9, 2024 | Decision MakingEnsemble Learning | CodeCode Available | 0 | 5 |
| A Framework to Learn with Interpretation | Oct 19, 2020 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Deep Learning for Patient-Specific Kidney Graft Survival Analysis | May 29, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Deep Q-Network for Angry Birds | Oct 4, 2019 | Decision MakingDeep Reinforcement Learning | 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 |
