| Detect and Classify – Joint Span Detection and Classification for Health Outcomes | Nov 1, 2021 | ClassificationDecision 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 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision 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 |
| 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 |
| Enhancing Molecular Property Prediction via Mixture of Collaborative Experts | Dec 6, 2023 | Decision MakingDiversity | CodeCode Available | 0 | 5 |
| Enhancing predictive imaging biomarker discovery through treatment effect analysis | Jun 4, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| DeLF: Designing Learning Environments with Foundation Models | Jan 17, 2024 | Decision MakingReinforcement Learning (RL) | 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 |
| Enhancing Underwater Imagery using Generative Adversarial Networks | Jan 11, 2018 | Decision MakingImage Restoration | CodeCode Available | 0 | 5 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | 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 |
| Active Sampling for MRI-based Sequential Decision Making | May 7, 2025 | Decision MakingDiagnostic | 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 |
| 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 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision 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 Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Building Socially-Equitable Public Models | Jun 4, 2024 | Decision MakingFairness | 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 |
| Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents | Jun 10, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Estimating Average Treatment Effects via Orthogonal Regularization | Jan 21, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Estimating Expected Calibration Errors | Sep 8, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
