Shypd.aiThe largest open index of AI toolsAwesome-LongTailed-Learning is an open-source research tool that provides a codebase and a curated list of resources for deep long-tailed learning. It includes a survey of recent advances and empirical analyses of state-of-the-art methods.
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Awesome-LongTailed-Learning is an open-source project offering a comprehensive codebase and a curated list of resources focused on deep long-tailed learning. It features a detailed survey that reviews recent advancements in the field, categorizing existing studies into class re-balancing, information augmentation, and module improvement, further broken down into nine sub-categories. The project also provides empirical analyses of various state-of-the-art methods, evaluating their effectiveness in addressing class imbalance issues. Designed to support the research community, it highlights important applications and promising future research directions, making it an invaluable resource for academics and practitioners alike.
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