icml-hill.com | Hill | 2nd ICML Workshop on Human in the Loop

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top of page Home Speakers Agenda Venue Contact HILL 3rd ICML 2021 Workshop on Human in the Loop Learning Recent years have witnessed the rising need for machine learning systems that have humans in the learning loop. Such systems can be applied to computer vision, natural language processing, robotics, and human-computer interaction. Creating and running such systems call for interdisciplinary research of artificial intelligence, machine learning, and cognitive science, which we abstract as Human in the Loop Learning (HILL). The HILL workshop aims to bring together researchers and practitioners working on the broad areas of HILL, ranging from the interactive/active learning algorithms for real-world decision-making systems (e.g., autonomous driving vehicles, robotic systems, etc.), lifelong learning systems that retain knowledge from different tasks and selectively transfer knowledge to learn new tasks over a lifetime, models with strong explainability, as well as human-inspired

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