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This is what I've been doing for quite some time.
Recurrent Independent Mechanisms (RIMs)
https://arxiv.org/abs/1909.10893 , joint work with Alex Lamb, @shagunsodhani , @jordanhoffmann, @svlevine, @bschoelkopf and Yoshua Bengio. @MILAMontreal Here's a short summary:
I think you will be interested in our work. We also have top-down feedback. Main difference: we have generative model and do approximate Bayesian inference, while being efficient. @YujiaHuangC @JamesGornet @ZhidingYu @doristsao @TanNguyen689 @dai_sh29https://twitter.com/AnimaAnandkumar/status/1286051266871795714?s=20 …
