10 citations · 13 across the 2 of their papers we have counts for
2 papers
stat.ML2019★ 3 cited
A Generative Model for Sampling High-Performance and Diverse Weights for Neural Networks
Lior Deutsch, Erik Nijkamp, Yu Yang
Recent work on mode connectivity in the loss landscape of deep neural networks has demonstrated that the locus of (sub-)optimal weight vectors lies on continuous paths. In this wor…
stat.ML2018★ 10 cited
Generating Neural Networks with Neural Networks
Lior Deutsch
Hypernetworks are neural networks that generate weights for another neural network. We formulate the hypernetwork training objective as a compromise between accuracy and diversity,…