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| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks | Oct 3, 2023 | Decision Making | CodeCode Available | 1 |
| Towards the automated large-scale reconstruction of past road networks from historical maps | Feb 10, 2022 | Decision Making | CodeCode Available | 1 |
| Towards Trust of Explainable AI in Thyroid Nodule Diagnosis | Mar 8, 2023 | Decision MakingDensity Estimation | CodeCode Available | 1 |
| BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Training a Generally Curious Agent | Feb 24, 2025 | Decision MakingEfficient Exploration | CodeCode Available | 1 |
| Training spiking neural networks using reinforcement learning | May 12, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies | Oct 8, 2020 | Decision MakingManagement | CodeCode Available | 1 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| A View From Somewhere: Human-Centric Face Representations | Mar 30, 2023 | AttributeDecision 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 |
| TransWorldNG: Traffic Simulation via Foundation Model | May 25, 2023 | Decision MakingManagement | CodeCode Available | 1 |
| Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems | May 3, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support | Jun 23, 2023 | Decision Making | CodeCode Available | 1 |
| TTNet: Real-time temporal and spatial video analysis of table tennis | Apr 21, 2020 | Action SpottingDecision Making | CodeCode Available | 1 |
| Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions | Jun 4, 2023 | Decision Making | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| U-FNO -- An enhanced Fourier neural operator-based deep-learning model for multiphase flow | Sep 3, 2021 | Decision Making | CodeCode Available | 1 |
| Uncalibrated Models Can Improve Human-AI Collaboration | Feb 12, 2022 | Decision Making | CodeCode Available | 1 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification | Dec 29, 2021 | ClassificationDecision Making | CodeCode Available | 1 |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction | Nov 22, 2021 | Burned Area DelineationDecision Making | CodeCode Available | 1 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 |
| A SWAT-based Reinforcement Learning Framework for Crop Management | Feb 10, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization | Jul 4, 2023 | Data AugmentationDecision Making | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
| A Study on Learning Social Robot Navigation with Multimodal Perception | Sep 22, 2023 | Decision MakingNavigate | CodeCode Available | 1 |
| A Survey of World Models for Autonomous Driving | Jan 20, 2025 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset | Mar 15, 2019 | Decision MakingImitation Learning | CodeCode Available | 1 |
| A Survey on Session-based Recommender Systems | Feb 13, 2019 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery | Apr 2, 2021 | Decision MakingSemantic Segmentation | CodeCode Available | 1 |
| Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks | Aug 1, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Ask-before-Plan: Proactive Language Agents for Real-World Planning | Jun 18, 2024 | Decision Makingvalid | CodeCode Available | 1 |
| Argumentative Large Language Models for Explainable and Contestable Claim Verification | May 3, 2024 | Claim VerificationDecision Making | CodeCode Available | 1 |
| Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving | Aug 24, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data | Jul 5, 2021 | AttributeDecision Making | 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 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | CodeCode Available | 1 |
| A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation | Apr 24, 2025 | Decision MakingRAG | CodeCode Available | 1 |
| auto-sktime: Automated Time Series Forecasting | Dec 13, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Are Human-generated Demonstrations Necessary for In-context Learning? | Sep 26, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Balancing Biases and Preserving Privacy on Balanced Faces in the Wild | Mar 16, 2021 | Decision MakingDomain Adaptation | CodeCode Available | 1 |
| A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale | Dec 10, 2020 | Decision Making | CodeCode Available | 1 |