| A Unified Framework for Input Feature Attribution Analysis | Jun 21, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss | Jun 21, 2024 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning | Jun 21, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines | Jun 20, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Modeling of spatially embedded networks via regional spatial graph convolutional networks | Jun 20, 2024 | Component ClassificationDecision Making | CodeCode Available | 0 |
| Advantage Alignment Algorithms | Jun 20, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Self-Attention in Transformer Networks Explains Monkeys' Gaze Pattern in Pac-Man Game | Jun 20, 2024 | Decision Making | —Unverified | 0 |
| 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 |
| VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought | Jun 20, 2024 | Action AnticipationContinual Learning | —Unverified | 0 |
| Active Learning for Fair and Stable Online Allocations | Jun 20, 2024 | Active LearningDecision Making | —Unverified | 0 |
| Tractable Equilibrium Computation in Markov Games through Risk Aversion | Jun 20, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing | Jun 20, 2024 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| E-ANT: A Large-Scale Dataset for Efficient Automatic GUI NavigaTion | Jun 20, 2024 | Decision Making | —Unverified | 0 |
| Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers | Jun 20, 2024 | Decision Making | —Unverified | 0 |
| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading | Jun 20, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 2 |
| REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability | Jun 20, 2024 | Decision Making | CodeCode Available | 0 |
| IWISDM: Assessing instruction following in multimodal models at scale | Jun 20, 2024 | Decision MakingInstruction Following | CodeCode Available | 0 |
| MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs | Jun 20, 2024 | Decision Making | —Unverified | 0 |
| Self-supervised Interpretable Concept-based Models for Text Classification | Jun 20, 2024 | Decision Makingtext-classification | —Unverified | 0 |
| Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond | Jun 19, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Research on fusing topological data analysis with convolutional neural network | Jun 19, 2024 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective | Jun 19, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Combining Combined Forecasts: a Network Approach | Jun 19, 2024 | Decision Making | —Unverified | 0 |
| Reinforcing Pre-trained Models Using Counterfactual Images | Jun 19, 2024 | Classificationcounterfactual | —Unverified | 0 |
| Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production | Jun 19, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| FreqRISE: Explaining time series using frequency masking | Jun 19, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Reasoning with trees: interpreting CNNs using hierarchies | Jun 19, 2024 | Decision MakingSegmentation | CodeCode Available | 0 |
| Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma? | Jun 19, 2024 | Decision Making | —Unverified | 0 |
| ARDuP: Active Region Video Diffusion for Universal Policies | Jun 19, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Utility Pole Fire Risk Inspection from 2D Street-Side Images | Jun 19, 2024 | Decision Making | —Unverified | 0 |
| SituationalLLM: Proactive language models with scene awareness for dynamic, contextual task guidance | Jun 19, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation | Jun 19, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| Statistical Uncertainty in Word Embeddings: GloVe-V | Jun 18, 2024 | Decision MakingModel Selection | CodeCode Available | 1 |
| UAV-based Intelligent Information Systems on Winter Road Safety for Autonomous Vehicles | Jun 18, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| MiSuRe is all you need to explain your image segmentation | Jun 18, 2024 | AllDecision Making | —Unverified | 0 |
| Ask-before-Plan: Proactive Language Agents for Real-World Planning | Jun 18, 2024 | Decision Makingvalid | CodeCode Available | 1 |
| PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers | Jun 18, 2024 | Decision MakingRAG | CodeCode Available | 2 |
| Investigating the Role of Explainability and AI Literacy in User Compliance | Jun 18, 2024 | Decision Making | —Unverified | 0 |
| Hoping for the best while preparing for the worst in the face of uncertainty: a new type of incomplete preferences | Jun 17, 2024 | Decision Making | —Unverified | 0 |
| Efficient Sequential Decision Making with Large Language Models | Jun 17, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Grade Score: Quantifying LLM Performance in Option Selection | Jun 17, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Computing in the Life Sciences: From Early Algorithms to Modern AI | Jun 17, 2024 | Decision Making | CodeCode Available | 0 |
| Online Pareto-Optimal Decision-Making for Complex Tasks using Active Inference | Jun 17, 2024 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models | Jun 17, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| Model Adaptation for Time Constrained Embodied Control | Jun 17, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms | Jun 17, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Development of an Adaptive Multi-Domain Artificial Intelligence System Built using Machine Learning and Expert Systems Technologies | Jun 17, 2024 | Decision Making | —Unverified | 0 |
| CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning | Jun 17, 2024 | Data ValuationDecision Making | CodeCode Available | 0 |
| Optimal Transport-Assisted Risk-Sensitive Q-Learning | Jun 17, 2024 | Decision MakingQ-Learning | —Unverified | 0 |
| Calibrating Where It Matters: Constrained Temperature Scaling | Jun 17, 2024 | Decision MakingDiagnostic | —Unverified | 0 |