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BSGAL: Gradient-Based Screening for Long-Tailed Perception Tasks

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Manage episode 523146658 series 3474148
Konten disediakan oleh HackerNoon. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh HackerNoon atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

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.
This story was written by: @instancing. Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com.
Proposes BSGAL, a gradient-based method for effective screening and utilization of generated data to improve downstream perception tasks.

  continue reading

476 episode

Artwork
iconBagikan
 
Manage episode 523146658 series 3474148
Konten disediakan oleh HackerNoon. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh HackerNoon atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

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.
This story was written by: @instancing. Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com.
Proposes BSGAL, a gradient-based method for effective screening and utilization of generated data to improve downstream perception tasks.

  continue reading

476 episode

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