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stat.ML2018★ 7 cited
Stochastic Maximum Likelihood Optimization via Hypernetworks
Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis +1
This work explores maximum likelihood optimization of neural networks through hypernetworks. A hypernetwork initializes the weights of another network, which in turn can be employe…
stat.ML2017
The Conditional Analogy GAN: Swapping Fashion Articles on People Images
Nikolay Jetchev, Urs Bergmann
We present a novel method to solve image analogy problems : it allows to learn the relation between paired images present in training data, and then generalize and generate images…