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I feel like this “false choice” was always a bit of a straw man, though... How many researchers actually rejected any in-built structure? Combining complementary approaches is of course the way to go, any non-ideologue should know that.
I wonder if that isn't a function of the tendency to stake grounds? Conv nets have lots of built-in structure, obviously, and in my conversations with Yann he's always recognized the importance of some structure.
I suspect the disagreement is regarding the *degree* of structure required. And when it's a question of degree, then the way to settle the debate is just to build things that lie at different points on the spectrum and see what degree of structure produces the best results.
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