YyzHarry / imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
http://dir.csail.mit.edu
MIT License
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Question about validation #42

Closed ChengkaiYang closed 3 weeks ago

ChengkaiYang commented 2 months ago

Dear Author: I hope this issue finds you well! First of all, your work is constructive. I want to use FDS in my project but I found so many bins are empty near bins which minority samples located. Could the method be used in such case? Also, i find a possible more correct sequence for running the code. Why FDS.update_running_stats is after FDS.update_last_epoch_stats? if FDS.update_running_stats is after FDS.update_last_epoch_stats, it leads model uses smoothed running statistics the epoch before last epoch but not the running statistics updated last epoch. So if it is correct to exchange the sequence of FDS.update_running_stats and FDS.update_last_epoch_stats? Looking forward for your reply.Thanks!