Ideas for better DL
1 minute read
Work in progress
SSL Stuff
- If learning with teacher and student, make sure they are trained differently to avoid collapse, e.g. through different learing rates or momentum encoder. Also weight decay is very good. -> No direct gradient learning for the teacher
General stuf
SSL Stuff
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If learning with teacher and student, make sure they are trained differently to avoid collapse, e.g. through different learing rates or momentum encoder. Also weight decay is very good. -> No direct gradient learning for the teacherf
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Reduce learning Rate and Momentum
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Use DropBlock as Regularization Method
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Use Self-Adversarial Training
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Mosaic data augmentation