paper

[SleepyRiceYang]

I believe there is an error in the MI loss in the paper. The correct equation should be $I(Z^{(u)},Z^{(v)})+(\lambda-1)(H(Z^{(u)})+H(Z^{(v)})) = -\sum_{a=1}^{D}\sum_{b=1}^{D}P_{ab}^{(uv)}\log\frac{P_{ab}^{(uv)}}{P_{a}^{(u)}P_{b}^{(v)}\lambda}$, without the negative sign. My understanding is to maximize mutual information while maintaining a certain level of entropy.