The effect of backbone models (resnet)

[pencilzhang]

Hi Richard,
Thanks for your great work!

I noticed that you reported the performance comparisons of alexnet, vgg, and squeezenet.
I am wondering if you also played with resnet? If yes, did you get the same conclusion as showed in the paper?

Thanks!
Jun

[richzhang]

We have some experiments in suppmat (Figure 12), actually observing worse correlation with resnet. Interestingly, this is consistent with some results in neuroscience on correlating IT responses with deep network responses https://youtu.be/ilbbVkIhMgo?t=2220

[pencilzhang]

We have some experiments in suppmat (Figure 12), actually observing worse correlation with resnet. Interestingly, this is consistent with some results in neuroscience on correlating IT responses with deep network responses https://youtu.be/ilbbVkIhMgo?t=2220

Thanks for your response. I read the cvpr version and missed the suppl things. Also thanks for your neuroscience talk link.

[MalharJ]

How can I experiment with resnet models? The library currently supports only vgg, alexnet and squeezenet models.