| Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields | Apr 3, 2024 | Decision Making | CodeCode Available | 0 |
| Unsupervised Learning of Effective Actions in Robotics | Apr 3, 2024 | Decision Making | CodeCode Available | 0 |
| On the Importance of Uncertainty in Decision-Making with Large Language Models | Apr 3, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks | Apr 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset | Apr 3, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Towards detecting unanticipated bias in Large Language Models | Apr 3, 2024 | Decision MakingFairness | —Unverified | 0 |
| CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation | Apr 3, 2024 | Decision Making | CodeCode Available | 0 |
| Towards Scalable & Efficient Interaction-Aware Planning in Autonomous Vehicles using Knowledge Distillation | Apr 2, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Language Model Guided Interpretable Video Action Reasoning | Apr 2, 2024 | Action RecognitionDecision Making | CodeCode Available | 0 |
| DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning | Apr 2, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Attribution Regularization for Multimodal Paradigms | Apr 2, 2024 | Decision Making | —Unverified | 0 |
| Voice EHR: Introducing Multimodal Audio Data for Health | Apr 2, 2024 | Decision MakingDiversity | —Unverified | 0 |
| JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments | Apr 2, 2024 | Decision MakingPanoptic Segmentation | —Unverified | 0 |
| Multi-granular Adversarial Attacks against Black-box Neural Ranking Models | Apr 2, 2024 | Adversarial AttackDecision Making | —Unverified | 0 |
| A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution | Apr 2, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Exploring Latent Pathways: Enhancing the Interpretability of Autonomous Driving with a Variational Autoencoder | Apr 2, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models | Apr 1, 2024 | Decision Making | —Unverified | 0 |
| Explainable AI Integrated Feature Engineering for Wildfire Prediction | Apr 1, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Vision-language models for decoding provider attention during neonatal resuscitation | Apr 1, 2024 | Decision Making | —Unverified | 0 |
| Data-Driven Knowledge Transfer in Batch Q^* Learning | Apr 1, 2024 | Decision MakingMarketing | —Unverified | 0 |
| Predictive Performance Comparison of Decision Policies Under Confounding | Apr 1, 2024 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs | Apr 1, 2024 | Decision Making | CodeCode Available | 0 |
| Metric Learning to Accelerate Convergence of Operator Splitting Methods for Differentiable Parametric Programming | Apr 1, 2024 | Decision MakingMetric Learning | —Unverified | 0 |
| Bibliometric analysis of artificial intelligence techniques for predicting soil liquefaction: insights and MCDM evaluation | Apr 1, 2024 | ArticlesDecision Making | —Unverified | 0 |
| Generative weather for improved crop model simulations | Mar 31, 2024 | Crop Yield PredictionDecision Making | CodeCode Available | 0 |
| Learning Service Selection Decision Making Behaviors During Scientific Workflow Development | Mar 30, 2024 | Decision MakingSentence | —Unverified | 0 |
| Detection of Temporality at Discourse Level on Financial News by Combining Natural Language Processing and Machine Learning | Mar 30, 2024 | Decision Making | —Unverified | 0 |
| Conceptual and Unbiased Reasoning in Language Models | Mar 30, 2024 | Decision Making | —Unverified | 0 |
| Detection of financial opportunities in micro-blogging data with a stacked classification system | Mar 29, 2024 | Decision Making | —Unverified | 0 |
| Optimal Policy Learning with Observational Data in Multi-Action Scenarios: Estimation, Risk Preference, and Potential Failures | Mar 29, 2024 | Decision Making | —Unverified | 0 |
| Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets | Mar 29, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain | Mar 29, 2024 | Answer GenerationDecision Making | CodeCode Available | 0 |
| Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning | Mar 29, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation | Mar 28, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays | Mar 28, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction | Mar 28, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 |
| Swarm Characteristics Classification Using Neural Networks | Mar 28, 2024 | ClassificationDecision Making | CodeCode Available | 0 |
| Evaluating Fair Feature Selection in Machine Learning for Healthcare | Mar 28, 2024 | Decision MakingFairness | —Unverified | 0 |
| Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving | Mar 27, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| From Two-Dimensional to Three-Dimensional Environment with Q-Learning: Modeling Autonomous Navigation with Reinforcement Learning and no Libraries | Mar 27, 2024 | Autonomous NavigationDecision Making | CodeCode Available | 0 |
| Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks | Mar 27, 2024 | Adversarial AttackDecision Making | —Unverified | 0 |
| Modeling uncertainty for Gaussian Splatting | Mar 27, 2024 | Decision MakingImage Reconstruction | —Unverified | 0 |
| Manipulating Neural Path Planners via Slight Perturbations | Mar 27, 2024 | Decision Making | —Unverified | 0 |
| Modeling Sustainable City Trips: Integrating CO2e Emissions, Popularity, and Seasonality into Tourism Recommender Systems | Mar 27, 2024 | Decision MakingFairness | —Unverified | 0 |
| Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems | Mar 26, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Deep Support Vectors | Mar 26, 2024 | Dataset DistillationDecision Making | —Unverified | 0 |
| Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion | Mar 26, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent | Mar 26, 2024 | Decision Making | CodeCode Available | 0 |
| Counterfactual Fairness through Transforming Data Orthogonal to Bias | Mar 26, 2024 | counterfactualDecision Making | —Unverified | 0 |