| Mixed Policy Gradient: off-policy reinforcement learning driven jointly by data and model | Feb 23, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| ROAD: The ROad event Awareness Dataset for Autonomous Driving | Feb 23, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| You Only Compress Once: Optimal Data Compression for Estimating Linear Models | Feb 22, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks | Feb 22, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Feb 16, 2021 | Decision MakingScene Understanding | CodeCode Available | 1 |
| Private Prediction Sets | Feb 11, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| OmiEmbed: a unified multi-task deep learning framework for multi-omics data | Feb 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Proactive and AoI-aware Failure Recovery for Stateful NFV-enabled Zero-Touch 6G Networks: Model-Free DRL Approach | Feb 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Uncertainty aware and explainable diagnosis of retinal disease | Jan 26, 2021 | Decision Making | CodeCode Available | 1 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
