| Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression | Sep 26, 2020 | Decision MakingDisease Prediction | CodeCode Available | 1 | 5 |
| Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection | Apr 4, 2020 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications | Dec 22, 2021 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning | Mar 18, 2023 | Decision MakingVisual Reasoning | CodeCode Available | 1 | 5 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields | Aug 31, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability | Mar 26, 2025 | Age/UnbiasedDecision Making | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 | 5 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 | 5 |
| Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning | Apr 17, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback | Jul 20, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems | Dec 15, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 | 5 |
| G-Transformer for Conditional Average Potential Outcome Estimation over Time | May 31, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Mode | Sep 29, 2024 | Decision MakingSystematic Literature Review | CodeCode Available | 1 | 5 |
| Distributional Counterfactual Explanations With Optimal Transport | Jan 23, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 | 5 |
| Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs | Jan 27, 2025 | Decision MakingKnowledge Graphs | CodeCode Available | 1 | 5 |
| Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate | May 19, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations | Mar 3, 2022 | Decision MakingDisentanglement | CodeCode Available | 1 | 5 |
