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szagoruyko / attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)
https://arxiv.org/abs/1612.03928
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Any experiment results updated with AT on imagenet? #27

Open apli opened 6 years ago

apli commented 6 years ago

How is AT performed on other models?Are there any experiment results presented? Besides, I tried reproducing the experiment with resnet-18 on imagenet, getting no improvement after 100 epochs' training. Thanks!

szagoruyko commented 6 years ago

I have updated the Imagenet code for pytorch 0.4 and rerunning the resnet-18 experiment to make sure it works.

d-li14 commented 6 years ago

@apli What reproduction results did you get specifically? I ran the command following README.md but got only approximately 60% test_acc with resnet18 learning from resnet34.

chituma110 commented 5 years ago

@apli @szagoruyko I ran the command in README.md， and I got 67% top-1 test_acc with AT from resnet34? Did you solve the problem?