| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| A coevolutionary approach to deep multi-agent reinforcement learning | Apr 12, 2021 | Atari GamesDecision Making | CodeCode Available | 1 |
| GATSBI: Generative Agent-centric Spatio-temporal Object Interaction | Apr 9, 2021 | Decision MakingObject | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations | Apr 6, 2021 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images | Apr 6, 2021 | Decision MakingSpecificity | CodeCode Available | 1 |
| A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery | Apr 2, 2021 | Decision MakingSemantic Segmentation | CodeCode Available | 1 |
| Skillful Precipitation Nowcasting using Deep Generative Models of Radar | Apr 2, 2021 | Decision Making | CodeCode Available | 1 |
| NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles | Apr 1, 2021 | ArticlesDecision Making | CodeCode Available | 1 |
| Benchmarks for Deep Off-Policy Evaluation | Mar 30, 2021 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Balancing Biases and Preserving Privacy on Balanced Faces in the Wild | Mar 16, 2021 | Decision MakingDomain Adaptation | CodeCode Available | 1 |
| Extended Tree Search for Robot Task and Motion Planning | Mar 9, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images | Mar 6, 2021 | Computed Tomography (CT)Decision Making | CodeCode Available | 1 |
| Structured Scene Memory for Vision-Language Navigation | Mar 5, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North Sea | Mar 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| GLAMOUR: Graph Learning over Macromolecule Representations | Mar 3, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| Fairness in Credit Scoring: Assessment, Implementation and Profit Implications | Mar 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Significance tests of feature relevance for a black-box learner | Mar 2, 2021 | Decision Making | CodeCode Available | 1 |
| Sketching Curvature for Efficient Out-of-Distribution Detection for Deep Neural Networks | Feb 24, 2021 | Decision MakingOut-of-Distribution Detection | CodeCode Available | 1 |
| ROAD: The ROad event Awareness Dataset for Autonomous Driving | Feb 23, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Mixed Policy Gradient: off-policy reinforcement learning driven jointly by data and model | Feb 23, 2021 | Decision MakingReinforcement Learning (RL) | 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 |
| An empirical evaluation of active inference in multi-armed bandits | Jan 21, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| GLocalX -- From Local to Global Explanations of Black Box AI Models | Jan 19, 2021 | Decision Making | CodeCode Available | 1 |
| COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning | Jan 19, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests | Jan 16, 2021 | Decision MakingSentence | CodeCode Available | 1 |
| U-Noise: Learnable Noise Masks for Interpretable Image Segmentation | Jan 14, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | CodeCode Available | 1 |
| Machine learning dismantling and early-warning signals of disintegration in complex systems | Jan 7, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| PFL-MoE: Personalized Federated Learning Based on Mixture of Experts | Dec 31, 2020 | Decision MakingFederated Learning | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories | Dec 29, 2020 | Decision Making | CodeCode Available | 1 |
| How to Train Your Differentiable Filter | Dec 28, 2020 | Decision MakingState Estimation | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale | Dec 10, 2020 | Decision Making | CodeCode Available | 1 |
| Neural Prototype Trees for Interpretable Fine-grained Image Recognition | Dec 3, 2020 | Decision MakingFine-Grained Image Recognition | CodeCode Available | 1 |
| General Characterization of Agents by States they Visit | Dec 2, 2020 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Learning Multi-Agent Communication through Structured Attentive Reasoning | Dec 1, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| TimeSHAP: Explaining Recurrent Models through Sequence Perturbations | Nov 30, 2020 | Decision MakingFeature Importance | CodeCode Available | 1 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | 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 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 |
