Showing 1–20 of 34 results
/ Date/ Name
Apr 29, 2021Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for PandemicsMar 30, 2016Unsupervised Understanding of Location and Illumination Changes in Egocentric VideosOct 31, 2018Don't forget, there is more than forgetting: new metrics for Continual LearningSep 25, 2018S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation LearningSep 19, 2019Towards Explainable Neural-Symbolic Visual ReasoningApr 24, 2021EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use caseSep 15, 2017Unsupervised state representation learning with robotic priors: a robustness benchmarkMay 25, 2020Should artificial agents ask for help in human-robot collaborative problem-solving?Aug 15, 2020Explainability in Deep Reinforcement LearningMay 2, 2023Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and RegulationSep 17, 2021POAR: Efficient Policy Optimization via Online Abstract State Representation LearningSep 26, 2022Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classificationMar 26, 2020Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning modelsApr 10, 2021Generating Physically-Consistent Satellite Imagery for Climate VisualizationsJul 11, 2019DisCoRL: Continual Reinforcement Learning via Policy DistillationApr 2, 2021Explainable Artificial Intelligence (XAI) on TimeSeries Data: A SurveyMay 13, 2020DREAM Architecture: a Developmental Approach to Open-Ended Learning in RoboticsOct 22, 2019Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AINov 13, 2021A Practical guide on Explainable AI Techniques applied on Biomedical use case applicationsMay 20, 2022Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization