Empowering digital learning with open textbooks
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DOI: 10.1007/s11423-020-09916-9
Abstract: This paper is in response to the article entitled “Open educational resources and college textbook choices: a review of research on efficacy and perceptions” (Hilton, 2016). In the article, Hilton synthesized the results of 16… read more here.
Keywords: research; open textbooks; digital learning; learning open ... See more keywords
Learning Open-World Object Proposals Without Learning to Classify
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3146922
Abstract: Object proposals have become an integral pre-processing step of many vision pipelines including object detection, weakly supervised detection, object discovery, tracking, etc. Compared to the learning-free methods, learning-based proposals have become popular recently due to… read more here.
Keywords: learning open; detection; open world; object ... See more keywords
Toward Few-Shot Learning in the Open World: A Review and Beyond
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DOI: 10.1109/tpami.2025.3594686
Abstract: Human intelligence is characterized by our ability to absorb and apply knowledge from the world around us, especially in rapidly acquiring new concepts from minimal examples, underpinned by prior knowledge. Few-shot learning (FSL) aims to… read more here.
Keywords: learning open; review; shot learning; toward shot ... See more keywords