| When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning | Feb 15, 2023 | Autonomous Drivingcontinuous-control | CodeCode Available | 1 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment | Feb 13, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 |
| The Wisdom of Hindsight Makes Language Models Better Instruction Followers | Feb 10, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| A SWAT-based Reinforcement Learning Framework for Crop Management | Feb 10, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| A Graph-Based Modeling Framework for Tracing Hydrological Pollutant Transport in Surface Waters | Feb 10, 2023 | Decision Making | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| Variational Information Pursuit for Interpretable Predictions | Feb 6, 2023 | Decision MakingMedical Diagnosis | CodeCode Available | 1 |
| NeuRI: Diversifying DNN Generation via Inductive Rule Inference | Feb 4, 2023 | Decision MakingProgram Synthesis | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees | Jan 31, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models | Jan 31, 2023 | Decision MakingDenoising | CodeCode Available | 1 |
| Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads | Jan 30, 2023 | Decision Making | CodeCode Available | 1 |
| Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling | Jan 28, 2023 | Decision MakingMinecraft | CodeCode Available | 1 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling | Jan 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification | Jan 1, 2023 | Decision Makingimage-classification | CodeCode Available | 1 |
| Goal-Guided Transformer-Enabled Reinforcement Learning for Efficient Autonomous Navigation | Jan 1, 2023 | Autonomous NavigationDecision Making | CodeCode Available | 1 |
| Risk-Sensitive Policy with Distributional Reinforcement Learning | Dec 30, 2022 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 1 |
| Transformer in Transformer as Backbone for Deep Reinforcement Learning | Dec 30, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective | Dec 24, 2022 | Decision MakingImage Captioning | CodeCode Available | 1 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks | Dec 16, 2022 | Decision Making | CodeCode Available | 1 |
