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| Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers | Dec 4, 2024 | Decision Making | CodeCode Available | 0 |
| From Words to Workflows: Automating Business Processes | Dec 4, 2024 | Decision MakingInstruction Following | —Unverified | 0 |
| BIMCaP: BIM-based AI-supported LiDAR-Camera Pose Refinement | Dec 4, 2024 | Decision MakingManagement | CodeCode Available | 1 |
| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Technical Report on Reinforcement Learning Control on the Lucas-Nülle Inverted Pendulum | Dec 3, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Lean classical-quantum hybrid neural network model for image classification | Dec 3, 2024 | ClassificationDecision Making | —Unverified | 0 |
| Wasserstein Markets for Differentially-Private Data | Dec 3, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control | Dec 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| OMENN: One Matrix to Explain Neural Networks | Dec 3, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Self-Supervised Learning-Based Path Planning and Obstacle Avoidance Using PPO and B-Splines in Unknown Environments | Dec 3, 2024 | Decision MakingSelf-Supervised Learning | —Unverified | 0 |
| Failure Probability Estimation for Black-Box Autonomous Systems using State-Dependent Importance Sampling Proposals | Dec 3, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Explainable CTR Prediction via LLM Reasoning | Dec 3, 2024 | Click-Through Rate PredictionDecision Making | —Unverified | 0 |
| A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making | Dec 3, 2024 | Decision MakingLow-Rank Matrix Completion | —Unverified | 0 |
| Selective Reviews of Bandit Problems in AI via a Statistical View | Dec 3, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Semantic Tokens in Retrieval Augmented Generation | Dec 3, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| SAUP: Situation Awareness Uncertainty Propagation on LLM Agent | Dec 2, 2024 | Decision Making | —Unverified | 0 |
| Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models | Dec 2, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking | Dec 2, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Uncertainty-Aware Artificial Intelligence for Gear Fault Diagnosis in Motor Drives | Dec 2, 2024 | Decision MakingFault Diagnosis | —Unverified | 0 |
| Quantization-Aware Imitation-Learning for Resource-Efficient Robotic Control | Dec 2, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations | Dec 2, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows | Dec 2, 2024 | Decision MakingDistributed Computing | —Unverified | 0 |
| PKRD-CoT: A Unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving | Dec 2, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |