| A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation | Dec 19, 2024 | Decision Making | CodeCode Available | 1 |
| CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography | Aug 3, 2022 | Decision MakingSegmentation | CodeCode Available | 1 |
| Split Q Learning: Reinforcement Learning with Two-Stream Rewards | Jun 21, 2019 | Decision MakingQ-Learning | CodeCode Available | 1 |
| STeCa: Step-level Trajectory Calibration for LLM Agent Learning | Feb 20, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | 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 |
| Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers | Dec 6, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| survex: an R package for explaining machine learning survival models | Aug 30, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4 | Sep 29, 2023 | Card GamesDecision Making | CodeCode Available | 1 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |
| Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making | Feb 7, 2024 | Decision Makingregression | CodeCode Available | 1 |
| Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space | Jul 30, 2023 | Decision MakingEmbodied Question Answering | CodeCode Available | 1 |
| TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks | Sep 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability | Aug 14, 2020 | Brain Tumor SegmentationDecision Making | CodeCode Available | 1 |
| TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data | Nov 12, 2022 | Decision Making | CodeCode Available | 1 |
| Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records | Feb 7, 2022 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| TeD-SPAD: Temporal Distinctiveness for Self-supervised Privacy-preservation for video Anomaly Detection | Aug 21, 2023 | Anomaly DetectionAttribute | CodeCode Available | 1 |
| TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection | Feb 12, 2024 | Decision MakingFake News Detection | CodeCode Available | 1 |
| Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines | Oct 8, 2020 | Common Sense ReasoningCommonsense Reasoning for RL | CodeCode Available | 1 |
| A Study of Situational Reasoning for Traffic Understanding | Jun 5, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
