| IdentiFace : A VGG Based Multimodal Facial Biometric System | Jan 2, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | CodeCode Available | 1 |
| ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images | Jun 20, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 |
| BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis | Apr 23, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 |
| In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought | May 31, 2024 | D4RLDecision Making | CodeCode Available | 1 |
| Addressing cognitive bias in medical language models | Feb 12, 2024 | Decision Making | CodeCode Available | 1 |
| Injecting Planning-Awareness into Prediction and Detection Evaluation | Oct 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification | Aug 17, 2019 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Integrating Clinical Knowledge into Concept Bottleneck Models | Jul 9, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 1 |
| A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets | Oct 10, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Interpretable by Design: Learning Predictors by Composing Interpretable Queries | Jul 3, 2022 | Decision Making | CodeCode Available | 1 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations | Nov 8, 2024 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization | Oct 3, 2022 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations | May 31, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| JEDAI: A System for Skill-Aligned Explainable Robot Planning | Oct 31, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Jump to Conclusions: Short-Cutting Transformers With Linear Transformations | Mar 16, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| Lane Change Classification and Prediction with Action Recognition Networks | Aug 24, 2022 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
| Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning | Oct 4, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| An algorithmic framework for synthetic cost-aware decision making in molecular design | Nov 3, 2023 | Decision MakingProperty Prediction | CodeCode Available | 1 |
| LLM-SAP: Large Language Models Situational Awareness Based Planning | Dec 26, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Large-scale moral machine experiment on large language models | Nov 11, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation | Aug 16, 2023 | 3D Human Pose EstimationCollege Computer Science | CodeCode Available | 1 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Sparse learned kernels for interpretable and efficient medical time series processing | Jul 6, 2023 | Artifact DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| Learning hierarchical behavior and motion planning for autonomous driving | May 8, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Learning High-Level Policies for Model Predictive Control | Jul 20, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Learning Multi-Level Hierarchies with Hindsight | Dec 4, 2017 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories | Dec 29, 2020 | Decision Making | CodeCode Available | 1 |
| ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents | Nov 6, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Learning Robust Rewards with Adversarial Inverse Reinforcement Learning | Oct 30, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making | Jun 24, 2024 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| Learning to Model Opponent Learning | Jun 6, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| A Mamba-based Siamese Network for Remote Sensing Change Detection | Jul 8, 2024 | Change DetectionDecision Making | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |