BSGAL: Gradient-Based Screening for Long-Tailed Perception Tasks
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This story was originally published on HackerNoon at: https://hackernoon.com/bsgal-gradient-based-screening-for-long-tailed-perception-tasks.
Proposes BSGAL, a gradient-based method for effective screening and utilization of generated data to improve downstream perception tasks.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #deep-learning, #bsgal-algorithm, #generative-active-learning, #long-tailed-segmentation, #generated-data-screening, #gradient-based-estimation, #perception-tasks, #deep-learning-workflow, and more.
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Proposes BSGAL, a gradient-based method for effective screening and utilization of generated data to improve downstream perception tasks.