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JoyHuYY1412 / DDE_CIL

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50 steps of 1 class #1

Closed arthurdouillard closed 3 years ago

arthurdouillard commented 3 years ago

Hey,

Congrats on your paper, it's very interesting.

I just had a quick question, did you try longer setting such as in PODNet, with 50 steps of 1 class each for CIFAR100/ImageNet100? This is where the forgetting is the most important and thus wondered if DCE could help a lot there.

Thanks :)

JoyHuYY1412 commented 3 years ago

Hey,

Congrats on your paper, it's very interesting.

I just had a quick question, did you try longer setting such as in PODNet, with 50 steps of 1 class each for CIFAR100/ImageNet100? This is where the forgetting is the most important and thus wondered if DCE could help a lot there.

Thanks :)

I tried on CIFAR but the result was not so good as in 5 steps or 10 steps. I think the reasons are two-fold: 1) the baseline like your work is pretty well in such a setting; 2) my work tends to sacrifice novel classes and thus finds the long-run hard to handle.

Hope you enjoy your research in anti-forgetting and thank you for your help!

arthurdouillard commented 3 years ago

Thank for the info!