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Ablation_Report
mlbrl
Created on March 29
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Last edited on June 23
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Ablation Studies
Pre-Training Experiment
ImageNet Experiment
(BYOL+ Foreground)Loss_BetaCosine_0.6_LR_0.5_ 1000 eps
ImageNet Linear Classification
ImageNet Linear Classification
0
200
400
600
800
Pre-Training Epochs
20
40
60
Top-1 Accuracy
MNCRL_Ours Lr_0.2
MNCLR_Ours Lr_0.3
MNCRL_Ours Lr_0.5
ImageNet Linear Classification
ImageNet Linear Classification
0
200
400
600
800
Pre-Training Epochs
20
40
60
80
Top-5 Accuracy
MNCRL Our Lr_02
MNCRL Ours Lr_0.3
MNCRL Ours Lr_0.5
Run set
3
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