| Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory | Jul 20, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 | 5 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| PCPNet: An Efficient and Semantic-Enhanced Transformer Network for Point Cloud Prediction | Apr 16, 2023 | Autonomous VehiclesDecision Making | CodeCode Available | 1 | 5 |
| Ergodicity-breaking reveals time optimal decision making in humans | Sep 25, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| EPO: Hierarchical LLM Agents with Environment Preference Optimization | Aug 28, 2024 | Action GenerationDecision Making | CodeCode Available | 1 | 5 |
| Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation | May 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health | Aug 17, 2023 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Ensemble Quantile Networks: Uncertainty-Aware Reinforcement Learning with Applications in Autonomous Driving | May 21, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Physical Reasoning and Object Planning for Household Embodied Agents | Nov 22, 2023 | 2kDecision Making | CodeCode Available | 1 | 5 |
| DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation | Nov 16, 2023 | Decision MakingInstruction Following | CodeCode Available | 1 | 5 |
| PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification | Jan 1, 2023 | Decision Makingimage-classification | CodeCode Available | 1 | 5 |
| ENTMOOT: A Framework for Optimization over Ensemble Tree Models | Mar 10, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Large Language Models are Learnable Planners for Long-Term Recommendation | Feb 29, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 | 5 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 | 5 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Deep learning with self-supervision and uncertainty regularization to count fish in underwater images | Apr 30, 2021 | Crowd CountingDecision Making | CodeCode Available | 1 | 5 |
| Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy | Jun 10, 2020 | Decision MakingDensity Ratio Estimation | CodeCode Available | 1 | 5 |
| ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos | Jul 17, 2024 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision 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 |
| Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains | Apr 20, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Decision-Focused Learning: Through the Lens of Learning to Rank | Dec 7, 2021 | Combinatorial OptimizationDecision Making | CodeCode Available | 1 | 5 |
| RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning | Sep 24, 2023 | Auxiliary LearningDecision Making | CodeCode Available | 1 | 5 |
| Predictive Coding for Decision Transformer | Oct 4, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning For Sequence to Sequence Models | May 24, 2018 | Abstractive Text SummarizationCaption Generation | CodeCode Available | 1 | 5 |
| Engineering flexible machine learning systems by traversing functionally-invariant paths | Apr 30, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 | 5 |
| Epidemic Modeling with Generative Agents | Jul 11, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics | Aug 16, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control | Feb 16, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Emergent Linear Representations in World Models of Self-Supervised Sequence Models | Sep 2, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models | Oct 1, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 | 5 |
| Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization | Dec 19, 2024 | Contrastive LearningDecision Making | CodeCode Available | 1 | 5 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| ProoFVer: Natural Logic Theorem Proving for Fact Verification | Aug 25, 2021 | Automated Theorem Provingcounterfactual | CodeCode Available | 1 | 5 |
| ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography | Jul 26, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| ProTo: Program-Guided Transformer for Program-Guided Tasks | Oct 2, 2021 | Decision MakingLearning to Execute | CodeCode Available | 1 | 5 |
| Pursuing Overall Welfare in Federated Learning through Sequential Decision Making | May 31, 2024 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| An algorithmic framework for synthetic cost-aware decision making in molecular design | Nov 3, 2023 | Decision MakingProperty Prediction | CodeCode Available | 1 | 5 |
| Dense Uncertainty Estimation | Oct 13, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| PyTouch: A Machine Learning Library for Touch Processing | May 26, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An Alternative Softmax Operator for Reinforcement Learning | Dec 16, 2016 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Emergent Coordination through Game-Induced Nonlinear Opinion Dynamics | Apr 5, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Random Quantum Neural Networks (RQNN) for Noisy Image Recognition | Mar 3, 2022 | Decision Makingimage-classification | CodeCode Available | 1 | 5 |
| Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales | Jul 13, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 | 5 |
| Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess | Aug 2, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | May 26, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 | 5 |
