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| KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning | Jun 21, 2024 | Decision MakingDeep Reinforcement Learning | —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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers | Jun 20, 2024 | Decision Making | —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 |
| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading | Jun 20, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 2 |
| Tractable Equilibrium Computation in Markov Games through Risk Aversion | Jun 20, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability | Jun 20, 2024 | Decision Making | CodeCode Available | 0 |
| MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs | Jun 20, 2024 | Decision Making | —Unverified | 0 |
| IWISDM: Assessing instruction following in multimodal models at scale | Jun 20, 2024 | Decision MakingInstruction Following | CodeCode Available | 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 |
| Reasoning with trees: interpreting CNNs using hierarchies | Jun 19, 2024 | Decision MakingSegmentation | 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 |